WO2020029792A1 - Intraocular pressure monitoring system and intraocular pressure monitoring method - Google Patents

Intraocular pressure monitoring system and intraocular pressure monitoring method Download PDF

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Publication number
WO2020029792A1
WO2020029792A1 PCT/CN2019/097210 CN2019097210W WO2020029792A1 WO 2020029792 A1 WO2020029792 A1 WO 2020029792A1 CN 2019097210 W CN2019097210 W CN 2019097210W WO 2020029792 A1 WO2020029792 A1 WO 2020029792A1
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Prior art keywords
intraocular pressure
monitoring
pressure
sensor
processing unit
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PCT/CN2019/097210
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French (fr)
Chinese (zh)
Inventor
杨兴
姚嘉林
王博
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清华大学
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Publication of WO2020029792A1 publication Critical patent/WO2020029792A1/en

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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B3/00Apparatus for testing the eyes; Instruments for examining the eyes
    • A61B3/10Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions
    • A61B3/16Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions for measuring intraocular pressure, e.g. tonometers

Definitions

  • the present disclosure relates to the field of medical devices, and in particular, to an intraocular pressure monitoring system.
  • the present disclosure also relates to an intraocular pressure monitoring method.
  • Glaucoma is a disease of the eye that damages the optic nerve due to continuous or intermittent elevation of intraocular pressure caused by excessive aqueous humor in the eye, which exceeds the tolerance of the eyeball. Long-term continuous measurement of intraocular pressure is of great significance for the diagnosis and treatment of glaucoma patients.
  • the implantable intraocular pressure monitoring devices and methods in the current literature and reports often use only one or one sensor, which has the following disadvantages: (1) in terms of detection accuracy: the type of measured intraocular pressure data is relatively single, and Patients have many complex situations such as stillness, movement, acceleration and deceleration, body temperature changes, and body position changes in daily work and life. These conditions will affect the accurate measurement of intraocular pressure, so it is impossible to obtain a more accurate and reliable eye. Pressure data and information; (2) Reliability: Because only one pressure sensor is used to detect intraocular pressure, when the pressure sensor fails or fails, the implantable tonometer will also fail.
  • the wrong intraocular pressure information provided by a single pressure sensor due to failure or failure cannot be corrected, which will cause doctors and patients to make wrong judgments, incorrect operations and treatments.
  • re-implantation of the intraocular pressure monitoring device may cause a new round of trauma to the patient's body and mind; (3) intelligent aspects: the current method of intraocular pressure monitoring does not mention information fusion technology, but patients in the Various complex situations in daily work and life require multiple or multiple sensors to cooperate with each other, and simultaneously collect multiple or multiple signals for comprehensive analysis and judgment, in order to improve the intelligence of the system.
  • the implantable intraocular pressure monitoring device and method in the prior art are difficult to meet the needs of high accuracy, high reliability, and intelligent real-time monitoring of the patient's intraocular pressure.
  • the main purpose of the present disclosure is to provide an intraocular pressure monitoring system and an intraocular pressure monitoring method that utilize multi-sensor information fusion technology to monitor intraocular pressure in real time, which can not only improve the reliability and measurement accuracy of intraocular pressure monitoring, It can prompt the monitored person when the intraocular pressure is abnormal to avoid damage to the monitored person's optic nerve.
  • An intraocular pressure monitoring system includes an internal body part and an external body part, the internal body part is used for real-time monitoring of intraocular parameters, signal conditioning, sending and receiving signals; the external body part is used for wireless energy supply of the internal body part, and Receiving, information fusion and processing of the internal body data;
  • the body part includes at least one monitoring unit, and the monitoring unit includes at least two sensors, and the sensors are used for monitoring the intraocular pressure parameter;
  • the in vitro part includes at least one multi-sensor information fusion module, which analyzes and processes the received data through information fusion technology.
  • the monitoring unit includes at least one pressure sensor for monitoring intraocular pressure.
  • the monitoring unit further includes at least one drainage tube, and the drainage tube is connected to at least one pressure sensor in the monitoring unit;
  • the drainage tube is used to be inserted into the eyeball, so as to drain the aqueous humor to the monitoring unit.
  • the extracorporeal portion includes at least one sensor.
  • the extracorporeal portion includes at least one pressure sensor for monitoring atmospheric pressure;
  • the extracorporeal part includes at least one acceleration sensor and / or at least one gyroscope sensor for measuring and / or monitoring the acceleration and / or angular velocity of the body of the subject, so that the intraocular pressure monitoring system can pass the monitoring
  • the acceleration and / or angular velocity and / or posture of the subject's body improves the accuracy of the intraocular pressure measurement
  • the extracorporeal portion includes at least one temperature sensor for measuring and / or monitoring the temperature of the subject and / or the environment, so that the intraocular pressure monitoring system can consider or exclude the impact of temperature changes on the intraocular pressure monitoring .
  • the monitoring unit includes at least one acceleration sensor and / or at least one gyroscope sensor, which is used to monitor the acceleration and / or angular velocity of the head of the subject, so that the intraocular pressure monitoring system can monitor the acceleration and / or angular velocity. Effect on intraocular pressure;
  • the monitoring unit includes at least one temperature sensor, which is used to monitor the body temperature of the subject, so that the intraocular pressure monitoring system can monitor the impact of changes in body temperature on intraocular pressure.
  • the external body part includes a signal relay unit and a host computer processing unit, and the signal relay unit is configured to receive parameter data transmitted by the internal body part and relay the received data to the host computer processing unit.
  • the at least one multi-sensor information fusion module is disposed in the host computer processing unit.
  • the external part further includes a cloud processing unit, and the cloud processing unit can communicate with the host computer processing unit in order to receive and store parameter data from the host computer processing unit, and can use multi-sensor information
  • the fusion technology reanalyzes the received data, and feeds back the analysis result to the host computer processing unit.
  • the signal relay unit is adapted to be worn on the head, chest, torso and / or limbs of the subject.
  • An intraocular pressure monitoring method adopts the aforementioned intraocular pressure monitoring system.
  • the external part of the intraocular pressure monitoring system includes a signal relay unit and a host computer processing unit.
  • the intraocular pressure monitoring method includes the steps:
  • the body part monitors the intraocular pressure of the subject and converts the pressure signal into an electrical signal
  • the in vivo part sends monitoring data to the signal relay unit
  • the signal relay unit sends data from the internal body part to the host computer processing unit;
  • the host computer processing unit uses information fusion technology to analyze and process the received data
  • the host computer processing unit judges whether the intraocular pressure is abnormal according to the processing result, and provides the intraocular pressure information when the intraocular pressure is normal, and issues a prompt signal when confirming that the intraocular pressure is abnormal.
  • the monitoring unit includes at least two pressure sensors; in step S50, the host computer processing unit comprehensively judges the condition of the intraocular pressure based on the data of the two or more pressure sensors through a data fusion algorithm and data.
  • the host computer processing unit determines the condition of the intraocular pressure, and can diagnose the abnormality of the intraocular pressure when any one of the following three conditions is met:
  • IOP exceeds a millimeter of mercury
  • t1 1 to 100
  • a 3 to 80
  • b 3 to 10
  • c 3 to 30.
  • the monitoring unit or the signal relay unit includes at least one acceleration sensor and / or at least one gyro sensor; in step S50, the host computer processing unit performs an intraocular pressure measurement based on the measurement results of the acceleration and / or angular velocity sensor. The measurement results are corrected or compensated, and when it is confirmed that the fluctuation of the intraocular pressure with acceleration and / or angular velocity exceeds a predetermined limit, a warning signal is issued.
  • the monitoring unit includes at least one pressure sensor and at least one temperature sensor;
  • step S10 the monitoring unit also monitors the body temperature of the subject and converts the temperature signal into an electrical signal
  • step S50 the host computer processing unit first corrects the temperature drift generated by the pressure sensor with changes in the body temperature, obtains the corrected pressure value, and then determines whether the intraocular pressure is abnormal according to the corrected pressure value.
  • the intraocular pressure monitoring system includes a cloud processing unit; step S50 includes steps:
  • the host computer processing unit transmits the processed and / or unprocessed data to the cloud processing unit;
  • the cloud processing unit uses information fusion technology to reanalyze the received data, and feeds back the analysis result to the host computer processing unit;
  • the host computer processing unit determines whether the intraocular pressure is abnormal according to the received feedback information, and sends a prompt signal when it is determined that the intraocular pressure is abnormal.
  • the intraocular pressure and other parameters can be obtained by using the multi-sensor information fusion technology, thereby effectively improving the reliability and detection accuracy of the intraocular pressure monitoring.
  • FIG. 1 is a schematic diagram of a composition and a structure of an intraocular pressure monitoring system according to a preferred embodiment of the present disclosure
  • FIG. 2 is a schematic structural diagram of a monitoring unit according to a preferred embodiment of the present disclosure
  • FIG. 3 is a schematic structural diagram of a monitoring unit according to a preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
  • FIG. 4 is a schematic structural diagram of a monitoring unit according to another preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
  • FIG. 5 is a schematic structural diagram of a monitoring unit according to another preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
  • FIG. 6 is a schematic structural diagram of a signal relay unit according to a preferred embodiment of the present disclosure.
  • FIG. 7 is a schematic structural diagram of a monitoring unit according to still another preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
  • FIG. 8 is a schematic structural diagram of a monitoring unit according to still another preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
  • FIG. 9 is a schematic structural diagram of a monitoring unit according to still another preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
  • FIG. 10 is a schematic structural diagram of a monitoring unit according to still another preferred embodiment of the present disclosure, where only an arrangement manner of sensors is illustrated.
  • FIG. 11 is a schematic structural diagram of a monitoring unit according to still another preferred embodiment of the present disclosure, where only an arrangement manner of a sensor is illustrated.
  • FIG. 12 is a schematic diagram of simultaneously implanting a monitoring unit into an eyeball and a cranial cavity according to a preferred embodiment of the present disclosure
  • FIG. 13 is a schematic diagram of a monitoring unit implanted into an eyeball according to a preferred embodiment of the present disclosure
  • FIG. 14 is a schematic diagram of a monitoring unit implanted into an eyeball according to another preferred embodiment of the present disclosure.
  • 15 is a flowchart of an intraocular pressure monitoring method according to a preferred embodiment of the present disclosure.
  • 16 is a flowchart of an intraocular pressure monitoring method according to another preferred embodiment of the present disclosure.
  • a first aspect of the present disclosure provides an intraocular pressure monitoring system, as shown in FIG. 1, including an in vivo portion 100 and an extracorporeal portion 200, wherein the in vivo portion includes a monitoring unit 110, a signal conditioning unit 120, a wireless communication unit 130, and an energy receiving unit.
  • the external part includes a signal relay unit 210, a host computer processing unit 220, and a cloud processing unit 230.
  • the type and number of sensors can be matched as required to obtain different monitoring effects.
  • the implantable intraocular pressure monitoring device in the prior art uses only one or one type of pressure sensor to detect intraocular pressure, and therefore has the following disadvantages: (1) in terms of detection accuracy: the type of the measured intraocular pressure data is relatively single, and the patient is There are many complicated situations in daily work and life, such as stillness, movement, acceleration and deceleration, body temperature changes, and body position changes. These conditions will affect the accurate measurement of intraocular pressure, so it is impossible to obtain more accurate and reliable intraocular pressure data. And information. (2) Reliability: Because only one pressure sensor is used to detect intraocular pressure, when the pressure sensor fails or fails, the implantable intraocular pressure monitoring device also fails immediately.
  • the wrong intraocular pressure information provided by a single pressure sensor due to failure or failure cannot be corrected, which will cause doctors and patients to make wrong judgments, incorrect operations and treatments.
  • re-implantation of the intraocular pressure monitoring device may cause a new round of trauma to the patient's body and mind.
  • the current IOP monitoring method does not mention information fusion technology, but patients have many complex situations in daily work and life, which require multiple or multiple sensors to cooperate with each other and collect multiple Or comprehensive analysis and judgment of multiple signals can improve the intelligence of the system. Therefore, the measurement accuracy, reliability, and intelligence of the implantable intraocular pressure monitoring device need to be improved.
  • Reliability is defined as the ability of a product to perform a specified function under specified conditions and within a specified time.
  • the probability measure of reliability is called reliability, and it is generally recorded as R (t).
  • the reliability function can be expressed as a function of time t, which can be expressed as
  • t is a predetermined time
  • T is the life of the product
  • P (E) is the probability of occurrence of event E.
  • f (t) represents the failure probability of the product at unit time at time t
  • t is a predetermined time
  • n (t) represents the number of products that fail to complete the specified function by time t
  • N represents the number of products put into work at the beginning of the interval
  • the probability formula is used as:
  • an annual loss rate of a pressure sensor in the existing implantable intraocular pressure monitoring device is available at 1%.
  • the implanted tonometers can work with multiple identical pressure sensors.
  • the existing implanted tonometer with only one pressure sensor The probability of failure of the monitoring device is 1%, then
  • the number of available pressure sensors n is 1.95, that is, the existing implantable intraocular pressure monitoring device uses two identical pressure sensors to work together, which can improve the working life of the existing implantable intraocular pressure monitoring device to more than 10 years.
  • the number of available pressure sensors n is 2.70, that is, the existing implantable intraocular pressure monitoring device uses three identical pressure sensors to work together, which can improve the existing implantable intraocular pressure.
  • the working life of the monitoring device is more than 20 years.
  • the monitoring unit 110 of the present disclosure includes more than two pressure sensors. Even if one of the pressure sensors fails, at least one pressure sensor can work normally. The corresponding monitoring unit 110 That is still effective. Therefore, the intraocular pressure monitoring system of the present disclosure can also effectively delay the failure of the monitoring unit 110 implanted in the body, thereby reducing the risk of the subject undergoing a second operation and reducing pain.
  • the implantable intraocular pressure monitoring devices in the prior art often use only one or one type of pressure sensor to measure the relative IOP data, and patients have static, motion, acceleration and deceleration, and body temperature in daily work and life.
  • There are many complicated situations such as changes in body position these conditions will affect the accurate measurement of intraocular pressure, so it is necessary to use multiple or multiple sensors to cooperate with each other, and simultaneously collect multiple or multiple signals for comprehensive analysis and judgment.
  • This problem will be more prominent, so that the implantable intraocular pressure monitoring device in the prior art cannot accurately, comprehensively and efficiently detect the intraocular pressure.
  • the disclosed intraocular pressure monitoring system can overcome these problems.
  • the preferred embodiments are as follows:
  • the monitoring unit 110 includes at least two pressure sensors 111 a and 111 b arranged in parallel, that is, at least two pressure sensors 111 a and 111 b are installed close to each other and have the same measurement direction.
  • each pressure sensor can convert the eye pressure parameter of the subject into a corresponding electric signal.
  • the energy receiving and supplying unit 140 and the signal relay unit 210 are connected in a coil coupling manner.
  • the signal relay unit 210 transmits the electrical signals collected by the internal body part 100 to the host computer processing unit 220, and the host computer processing unit 220 uses information fusion
  • the technology processes the signals collected by the monitoring unit 110, so that at least two sets of intraocular pressure data of the subject can be obtained in real time.
  • the monitoring unit 110 is provided with more than two pressure sensors 111 a, 111 b, and 111 c, and the average value of the intraocular pressure data detected by the multiple pressure sensors is M mmHg.
  • the difference between the IOP data n and the average value M detected by any of the pressure sensors is greater than or equal to dmmHg, where d is a preset deviation value, preferably d ⁇ 0.1, indicating that the reliability of the pressure sensor in the body needs to be tested at this time.
  • d is a preset deviation value, preferably d ⁇ 0.1, indicating that the reliability of the pressure sensor in the body needs to be tested at this time.
  • the monitored person needs to contact the doctor in time to calibrate the pressure sensor in the body, so that the intraocular pressure data of the monitored person can be corrected, or the monitored intraocular pressure data can be excluded;
  • the difference between the intraocular pressure data n and the average value M detected by any pressure sensor in the unit 110 ⁇ d mmHg indicates that the in-vivo sensor can work normally, and the intraocular pressure is the average value of the pressure data;
  • the monitoring unit 110 includes more than two pressure sensors, the reliability and accuracy of each pressure sensor can be verified by the information fusion of the two or more pressure sensors, thereby improving the accuracy of the intraocular pressure monitoring.
  • the first absolute pressure sensor 111a and the second absolute pressure sensor 111b are arranged side by side in the monitoring unit 110 shown in FIG. 3, and the third absolute pressure sensor 111c is arranged in the extracorporeal portion 200 of the intraocular pressure monitoring system.
  • the third absolute pressure sensor 111c and its signal conditioning unit 120 are directly installed or integrated in the host computer processing unit 220.
  • the first absolute pressure sensor 111a Because the pressure measured by the first absolute pressure sensor 111a and the second absolute pressure sensor 111b is higher than the external pressure (ie, atmospheric pressure), and the pressure measured by the third absolute pressure sensor 111c is equal to the atmospheric pressure, therefore, the first absolute pressure sensor 111a. By subtracting the output of the third absolute pressure sensor 111c from the average value of the output of the second absolute pressure sensor 111b, the IOP value of the subject can be obtained. In addition, this embodiment can also obtain two sets of intraocular pressure data of the subject in real time. When the consistency of the two sets of intraocular pressure data is not good, the reliability of the internal sensor can be judged according to the error analysis theory.
  • the monitor needs to contact the doctor in time to calibrate the pressure sensor in the body, so that the intraocular pressure data of the monitored person can be corrected, or the erroneous intraocular pressure data of the monitored person can be excluded; for example, two pressure sensors in the monitoring unit 110 detect
  • the average value of the obtained IOP data is M mmHg. If the difference between the IOP data n detected by any pressure sensor in the monitoring unit 110 and the average M is greater than d mm Hg, where d is a preset deviation value, preferably d ⁇ 0.1, it means that the reliability of the pressure sensor in the body needs to be tested at this time.
  • the monitored person needs to contact the doctor in time to calibrate the pressure sensor in the body, so that the tonometer data of the monitored person can be corrected, or the error of the monitored person can be excluded Intraocular pressure data; if the difference between the intraocular pressure data n and the average value M detected by any pressure sensor in the monitoring unit 110 is less than or equal to d mmHg, it means that the in vivo sensor is normal Work, IOP is the average of pressure data.
  • At least one pressure sensor, one acceleration sensor and one gyroscope sensor are arranged in the body.
  • the pressure sensor 111 a is used to detect the intraocular pressure
  • the acceleration sensor 113 a and the gyro sensor 114 a are respectively used to detect the acceleration and the position of the subject's body.
  • the monitoring unit 110 also includes a pressure sensor For 111a, acceleration sensor 113a, and gyro sensor 114a
  • the information fusion of these sensors can be effectively detected by the host computer processing unit 220, which can effectively detect the IOP data of the subject under various accelerations and angular velocities, so that the doctor can evaluate the impact
  • the impact of the body position and exercise state of the monitor on the intraocular pressure is to remind the monitor to avoid some dangerous actions and / or poor exercise and living habits in the case of abnormal intraocular pressure.
  • the acceleration sensor 113a and the gyro sensor 114a may be mounted on an external part such as the signal relay unit 210.
  • the monitoring unit 110 and the signal transfer unit 210 are connected through a near field communication technology (NFC).
  • NFC near field communication technology
  • the signal relay unit 210 is adapted to be worn on the head, chest and / or limbs of the subject, for example, it can be in the form of glasses, goggles, hats, etc., as long as it can ensure that it is in contact with the monitoring unit 110 implanted in the eye It is sufficient to be able to communicate reliably, that is, the two should be as close as possible.
  • the signal transfer unit 210 and the host computer processing unit 220 are connected in a wired or wireless manner.
  • each sensor constitutes each module of the signal collection of the monitoring unit 110, and is used to detect parameters such as pressure, temperature, acceleration, and angular velocity, and convert the detected parameters into corresponding electrical signals.
  • the intraocular portion further includes a signal conditioning unit 120, a wireless communication unit 130, and an energy receiving and supplying unit 140.
  • the signal conditioning unit 120 includes a filter circuit and an amplification circuit.
  • the monitoring unit 110 transmits an electric signal to the signal conditioning unit 120 for conditioning.
  • the signal conditioning unit 120 performs filtering through a filter circuit in turn and passes through the amplification circuit.
  • the wireless communication unit 130 can transmit the signal to the external part by wireless means (such as NFC). ⁇ ⁇ ⁇ ⁇ 210 ⁇ The signal relay unit 210.
  • the signal relay unit 210 includes a power module 211, a power management module 212, a signal receiving module 213, and a signal transmission module 214. These modules can be integrated on one circuit board.
  • the signal receiving module 213 is configured to receive a signal sent by the wireless communication unit 130 and transmit the received signal to the signal transmitting module 214, preferably in a SPI or I 2 C manner.
  • the signal transmission module 214 receives the signal, it preferably communicates with the host computer processing unit 220 through one of the communication methods of BLE, WiFi, ZigBee, 3G, and 4G to wirelessly send the signal to the host computer for processing Unit 220.
  • the signal transmission module 214 may be replaced with a wired transmission module, so as to communicate with the host computer processing unit 220 in a wired communication manner.
  • the signal transfer unit 210 is powered by the power module 211.
  • the power module 211 may be a 3.7V lithium battery, and different voltages required by different modules are provided by the power management module 212.
  • the monitoring unit 110 is powered by the signal relay unit 210.
  • the energy receiving and supplying unit 140 has a first coupling coil
  • the NFC signal receiving module has a second coupling coil. After the first coupling coil is coupled with the second coupling coil, the signal receiving module 213 can transmit high-frequency electromagnetic waves to the energy receiving and supplying unit 140.
  • the energy receiving and supplying unit 140 receives the high-frequency electromagnetic waves, the energy of the high-frequency electromagnetic waves can be converted into direct current, so that Each module in the monitoring unit 110 is powered.
  • the host computer processing unit 220 may be a portable mobile terminal that is convenient for the monitored person to carry, for example, it may be a general-purpose communication terminal such as a smart phone, or other special equipment such as a computer, a recorder, and the like.
  • the intraocular pressure monitoring system of the present disclosure further includes a cloud processing unit 230, and the host computer processing unit 220 can communicate with the cloud processing unit 230 to analyze and process the data and / Or the unprocessed data is transmitted to the cloud processing unit 230, and the cloud processing unit 230 can reanalyze the received data by using information fusion technology, and feed back the analysis result to the host computer processing unit 220. Therefore, after receiving the feedback information from the cloud processing unit 230, the host computer processing unit 220 can provide the monitored person with timely and effective information guidance according to the content of the feedback information. For example, the cloud processing unit 230 can calculate the eye state of the monitored person in the cloud, so that the monitored person can be reminded to adjust and control the eye habits through data.
  • the intraocular pressure monitoring system of the present disclosure includes a cloud processing unit 230
  • the fusion processing and analysis of multi-sensor detection data may be completed by the host computer processing unit 220 or the cloud processing unit 230.
  • the upper computer processing unit 220 and the cloud processing unit 230 jointly complete (that is, both of them complete a part of data processing work).
  • the upper computer processing unit 220 is provided with APP software having a BLE receiving function, and has a multi-sensor information fusion function and a network layer communication function.
  • the monitored person can control the monitoring unit 110 to collect corresponding signals through the APP software, and Choose whether to upload and upload the data to the cloud processing unit 230. After the cloud processing unit 230 calculates the corresponding data, the monitored person can also choose whether to upload and share the data according to the options of the APP software.
  • the internal body monitoring unit 110 includes a pressure sensor 111a, an acceleration sensor 113a, and a gyro sensor 114a, wherein the pressure sensor 111a can convert the IOP parameter of the subject into Corresponding to the electrical signal, the acceleration sensor 113a can convert the acceleration parameter of the subject's body into a corresponding electric signal, and the gyro sensor 114a can convert the angular velocity parameter of the subject into a corresponding electric signal.
  • the energy receiving and supplying unit 140 and the signal relay unit 210 are connected in a coil coupling manner (preferably in a near field wireless communication (NFC) manner), and the signal relay unit 210 connects the power collected by the monitoring unit 110
  • the signal is transmitted to the host computer processing unit 220.
  • the host computer processing unit 220 uses information fusion technology to process the signals collected by the monitoring unit 110, so that the intraocular pressure under various accelerations and angular velocities can be obtained in real time. That is, the influence of the information such as the body position and exercise state of the subject on the change of intraocular pressure.
  • the monitored person has an acceleration of 0.1 to 100 m / s 2 (preferably within a time period of 0.1 to 60 s (preferably 1 s)) 2m / s 2 ) and an angular velocity of ⁇ 0.1 to 1000 ° / s (preferably 100 ° / s)
  • the intraocular pressure fluctuation range is greater than 0.1 to 50mmHg (preferably 3mmHg)
  • the optic nerve may be seriously damaged, and glaucoma may be induced and / or aggravated
  • the upper computer processing unit 220 can promptly send out a prompt signal, so that the doctor can evaluate the impact of the body position and exercise state of the monitored person on the intraocular pressure, and remind the monitored person to avoid some dangerous actions that cause the intraocular pressure fluctuation range to soar.
  • the intraocular pressure monitoring system of the present disclosure can not only accurately monitor the intraocular pressure fluctuations of the monitored person, but also distinguish a part of the causes of the intraocular pressure fluctuations, thereby promptly reminding the monitored person to avoid certain dangerous actions and bad lives. habit.
  • the monitoring unit 110 may be implanted in the front room of the subject, as shown in FIG. 7, the monitoring unit 110 includes three pressure sensors 111 a, 111 b, and 111 c, and the three pressure sensors are respectively arranged in the monitoring unit 110.
  • the three mutually perpendicular sides, that is, the measurement directions of the three pressure sensors are perpendicular to each other, and respectively face the three directions of the spatial coordinate system.
  • each of the three pressure sensors 111a, 111b, and 111c can measure the IOP parameter of the subject in one direction and convert it into a corresponding electric signal.
  • the monitoring unit 110 and the signal relay unit 210 is connected in a coil coupling manner (preferably in a near field wireless communication (NFC) manner), and the signal relay unit 210 transmits the electrical signal collected by the monitoring unit 110 to a host computer processing unit 220, which processes the The unit 220 uses information fusion technology to process the signals collected by the monitoring unit 110, thereby obtaining real-time IOP data in three directions of the subject, and real-time monitoring based on the IOP data in three directions Dynamic changes in IOP in three directions to assess the impact of dynamic IOP on glaucoma.
  • NFC near field wireless communication
  • the IOP data in three directions at a time in space are GmmHg, HmmHg, and LmmHg, and G> H> L, which indicates that the subject is in motion at this time, and the eye of the subject can be evaluated at the same time Pressure fluctuations.
  • the actual intraocular pressure of the subject is the sum of the intraocular pressure at rest and the dynamic pressure brought about by the movement
  • the IOP abnormality can be diagnosed:
  • IOP exceeds a millimeter of mercury
  • t1 1 to 100
  • a 3 to 80
  • b 3 to 10
  • c 3 to 30.
  • the IOP data in the three spatial directions may not be equal, that is, G ⁇ H ⁇ L.
  • the IOP fluctuation caused by this may also compress the optic nerve and induce or aggravate glaucoma.
  • the fluctuation range of any of the intraocular pressure data in the three directions in the space within the first predetermined time t1 reaches or exceeds the first preset amount a, the intraocular pressure may be considered abnormal; and when monitored When the patient is at rest, if the IOP data in the three directions of the space are not equal, that is, G ⁇ H ⁇ L, it means that the pressure sensor has failed, and the monitored person must contact the doctor to recalibrate the pressure sensor in the body.
  • the disclosed intraocular pressure monitoring system can not only accurately monitor the intraocular pressure fluctuations of the monitored person, but also distinguish a part of the causes of the intraocular pressure fluctuations, thereby promptly reminding the monitored person to avoid certain dangerous actions and bad living habits. .
  • the host computer processing unit 220 issues a prompt signal
  • information about the relationship between the intraocular pressure data in three directions in space can also be given at the same time. Make a judgment on whether you are in a motion state, so as to distinguish between abnormal intraocular pressure or failure of the pressure sensor.
  • a pressure sensor and a temperature sensor are arranged inside the body
  • the pressure sensor 111 a is used to detect intraocular pressure
  • the temperature sensor 112 a is used to detect internal temperature. Therefore, when the monitoring unit 110 includes both the pressure sensor 111 a and the temperature sensor 112 a, the host computer processing unit 220 pairs The information fusion of these sensors can effectively monitor the impact of the changes in the body temperature of the subject on the intraocular pressure, for example, when the subject has a fever; on the other hand, it can also correct the temperature drift of the pressure sensor 111a, thereby improving the monitoring Precision.
  • the internal body monitoring unit 110 includes a pressure sensor 111a and a temperature sensor 112a, wherein the pressure sensor 111a can convert an eye pressure parameter of a subject into a corresponding electric signal, and the temperature sensor 112a can convert the subject's
  • the temperature parameter in the body of the monitor is converted into a corresponding electric signal, and the energy receiving and supplying unit 140 and the signal relay unit 210 are connected in a coil coupling manner (preferably connected in a near field communication (NFC) manner).
  • the signal transfer unit 210 transmits the electrical signals collected by the monitoring unit 110 to the host computer processing unit 220.
  • the host computer processing unit 220 uses information fusion technology to process the signals collected by the monitoring unit 110, so that it can The intraocular pressure and body temperature of the subject are obtained in real time.
  • the host computer processing unit 220 can correct the temperature drift generated by the internal pressure sensor 111a as the internal temperature changes through the internal temperature measured by the temperature sensor 112a. For example, if the temperature drift of the pressure sensor 111a is A mmHg / ° C and the internal temperature rises by B ° C, and the pressure value displayed by the pressure sensor 111a is C mmHg, the correction value of the pressure value measured by the pressure sensor 111a is ( C-AB) mmHg. After the pressure value measured by the pressure sensor 111a is corrected, it is determined whether the intraocular pressure is abnormal, so that the monitoring accuracy of the intraocular pressure monitoring system of the present disclosure can be improved.
  • the monitoring unit 110 includes six pressure sensors 111 a, 111 b, 111 c, 111 d, 111 e, and 111 f, and the six pressure sensors are arranged in groups of three on the monitoring unit 110.
  • the first group of pressure sensors 111a and 111b are arranged side by side on the first side of the monitoring unit 110
  • the second group of pressure sensors 111c and 111d are arranged side by side on the second side of the monitoring unit 110
  • the third group of pressure sensors 111e and 111f are arranged side by side on the third side of the monitoring unit 110.
  • each of the six pressure sensors 111a, 111b, 111c, 111d, 111e, and 111f can measure the IOP parameter of the subject in one direction and convert it into a corresponding electric signal.
  • the monitoring unit 110 It is connected with the signal relay unit 210 in a coil coupling manner (preferably in the manner of near field communication (NFC)), and the signal relay unit 210 transmits the electrical signal collected by the monitoring unit 110 to the host computer processing unit 220
  • the host computer processing unit 220 uses information fusion technology to process the signals collected by the monitoring unit 110, so that the dynamic changes of intraocular pressure in three directions can be monitored in real time, so as to evaluate the impact of dynamic intraocular pressure on glaucoma.
  • the IOP of the subject can be assessed.
  • the six pressure sensors 111a, 111b, 111c, 111d, 111e, and 111f may be respectively arranged on six different sides of the monitoring unit 110, and the normal directions of the six different sides respectively face three of the spatial coordinate system.
  • the intraocular pressure value can also evaluate the impact of dynamic intraocular pressure on glaucoma, and it can also evaluate the intraocular pressure fluctuations of the subject.
  • the actual intraocular pressure of the subject is the sum of the intraocular pressure at rest and the dynamic pressure brought by the movement
  • six pressure sensors 111a, 111b, and 111c at a certain time The IOP data measured by 111d, 111d, 111e, and 111f are a1mmHg, a2mmHg, b1mmHg, b2mmHg, c1mmHg, and c2mmHg, respectively.
  • IOP exceeds a millimeter of mercury
  • t1 1 to 100
  • a 3 to 80
  • b 3 to 10
  • c 3 to 30.
  • IOP exceeds a millimeter of mercury
  • t1 1 to 100
  • a 3 to 80
  • b 3 to 10
  • c 3 to 30.
  • the two sets of intraocular pressure data measured by two pressure sensors in the same direction in space are not good, for example, when a certain subject is at rest, the two sets of intraocular pressure data measured by the first pressure sensors 111a and 111b A1mmHg and a2mmHg, and a1> a2, it means that there is a problem with the consistency of the first group of pressure sensors 111a and 111b at this time.
  • the reliability of at least one of the two needs to be tested.
  • the pressure sensor can correct the intraocular pressure data of the subject, or exclude the wrong intraocular pressure data of the subject, thereby further improving the reliability and accuracy of the intraocular pressure monitoring system.
  • the disclosed intraocular pressure monitoring system can not only accurately monitor the intraocular pressure fluctuations of the monitored person, but also distinguish a part of the causes of the intraocular pressure fluctuations, thereby promptly reminding the monitored person to avoid certain dangerous actions and bad living habits. .
  • the monitoring unit 110 includes three pressure sensors 111a, 111b, and 111c, and the three pressure sensors are respectively arranged on three mutually perpendicular sides of the monitoring unit 110, that is, three pressures.
  • the measurement directions of the sensors are perpendicular to each other, and respectively face the three directions of the spatial coordinate system; at the same time, the monitoring unit 110 further includes an acceleration sensor 113a and a gyro sensor 114a, wherein the acceleration sensor 113a and the gyro sensor 114a are arranged On one of the aforementioned three sides, for example, it is arranged on the same side as the pressure sensor 111a.
  • Each pressure sensor 111a, 111b, and 111c can convert the IOP parameters of the monitored person into corresponding electric signals
  • the acceleration sensor 113a can convert the acceleration parameters of the monitored person's body into corresponding electric signals
  • the gyro sensor 114a can convert the subject's The monitor's angular velocity parameters are converted into corresponding electrical signals.
  • the monitoring unit 110 and the signal relay unit 210 are connected in a coil coupling manner (preferably in a near field wireless communication (NFC) manner), and the signal relay unit 210 transmits the electrical signals collected by the monitoring unit 110 to
  • the host computer processing unit 220 uses the information fusion technology to process the signals collected by the monitoring unit 110, so that the intraocular pressure at various accelerations and angular velocities can be obtained in real time, that is, to be monitored The influence of the person's position and exercise status on the changes of intraocular pressure.
  • the disclosed intraocular pressure monitoring system can not only accurately monitor the intraocular pressure fluctuations of the monitored person, but also distinguish a part of the causes of the intraocular pressure fluctuations, thereby promptly reminding the monitored person to avoid certain dangerous actions and bad living habits. .
  • a pressure sensor, a heart rate sensor and a blood glucose sensor are arranged in the body part
  • the monitoring unit 110 includes a pressure sensor 111a, a heart rate sensor 116a, and a blood glucose sensor 117a.
  • the pressure sensor 111a can convert the IOP parameters of the subject into corresponding electrical signals
  • the heart rate sensor 116a can convert the heart rate parameters of the subject's body into corresponding electrical signals
  • the blood glucose sensor 117a can convert the subject's blood glucose The parameters are converted into corresponding electrical signals.
  • the monitoring unit 110 and the signal relay unit 210 are connected in a coil coupling manner (preferably in a near field wireless communication (NFC) manner), and the signal relay unit 210 transmits the electrical signals collected by the monitoring unit 110 to
  • the host computer processing unit 220 uses the information fusion technology to process the signals collected by the monitoring unit 110, so that various heart rates and intraocular pressure under blood glucose can be obtained in real time, that is, monitored The influence of the person's position and exercise status on the changes of intraocular pressure. It can be seen that the disclosed intraocular pressure monitoring system can not only accurately monitor the intraocular pressure fluctuations of the monitored person, but also distinguish a part of the causes of the intraocular pressure fluctuations, thereby promptly reminding the monitored person to avoid certain dangerous actions and bad living habits. .
  • the type and number of drainage tubes (or drainage nails) can be matched as required to obtain different monitoring effects.
  • the implementation examples are as follows:
  • the system is shown in FIG. 1 and includes an internal part 100 and an external part 200.
  • the internal part 100 includes a monitoring unit 110, a signal conditioning unit 120, a wireless communication unit 130, and an energy receiving and supplying unit 140.
  • the external part includes a signal relay unit. 210.
  • the monitoring unit 110 can be implanted in a subject (such as a glaucoma patient).
  • the intraocular pressure monitoring module 111 and the intracranial pressure monitoring module 115 are respectively inserted into the eyeball through a drainage tube (or drainage pin) 150.
  • the internal (preferably anterior chamber) and drainage tube (or drainage pin) 152 are inserted into the cranial cavity (preferably the ventricle), so that the intraocular pressure and intracranial pressure of the subject can be detected separately.
  • the detection data is processed by the signal conditioning unit 120, and then sent by the wireless communication unit 130 to the signal relay unit 210.
  • the monitoring unit 110 includes at least one intraocular pressure monitoring module 111 and an intracranial pressure monitoring module 115, and the intraocular pressure monitoring module 111 includes at least one pressure sensor 111a; and / or, the intracranial pressure monitoring module 115 Including at least one pressure sensor 115a;
  • the signal transfer unit 210 is configured to send data from the monitoring unit 110 to the host computer processing unit 220;
  • the host computer processing unit 220 is configured to use information fusion technology to The detection data of different sensors are analyzed and processed, and a warning signal is issued when the processing results indicate abnormal intraocular pressure or / and intracranial pressure.
  • the intraocular pressure or / and intracranial pressure monitoring system of the present disclosure can accurately detect the intraocular pressure or / and intracranial pressure data of a subject through the monitoring unit 110, and the upper computer processing unit 220 performs information on multiple sensors. Fusion processing and analysis, which can improve the reliability and measurement accuracy of IOP or / and intracranial pressure monitoring, and can promptly send prompt signals when the test data indicates abnormal IOP or / and intracranial pressure
  • the subject takes early measures to avoid damage to the optic nerve and meets the needs of glaucoma patients for real-time and convenient monitoring of the intraocular environment and / or intracranial environment.
  • the system shown in FIG. 1 includes an in vivo part 100 and an in vitro part 200.
  • the in vivo part 100 includes a monitoring unit 110, a signal conditioning unit 120, a wireless communication unit 130, and an energy receiving and supplying unit 140.
  • the in vitro part 200 includes a signal relay Unit 210, host computer processing unit 220, and cloud processing unit 230.
  • the monitoring unit 110 can be implanted in the body of a subject (such as a glaucoma patient), and the intraocular pressure monitoring module 111 is inserted into the eyeball through two or more drainage tubes 150a, 150b, 150c, etc.
  • the monitoring unit 110 includes at least one intraocular pressure monitoring module 111.
  • the intraocular pressure monitoring module 111 includes at least one pressure sensor 111a.
  • the signal relay unit 210 is configured to send data from the monitoring unit 110 to all monitoring units.
  • the host computer processing unit 220 is described above; the host computer processing unit 220 is configured to analyze and process the detection data of different sensors received by using information fusion technology, and issue a warning signal when the processing result indicates that the intraocular pressure is abnormal.
  • the disclosed intraocular pressure monitoring system can accurately detect the intraocular pressure data of the monitored person through the combination of the monitoring unit 110 and two or more drainage tubes. When one of the drainage tubes is blocked, the other drainage tubes are also Can be drained normally to improve the working life and reliability of the intraocular pressure monitoring system.
  • the system shown in FIG. 1 includes an in vivo part 100 and an in vitro part 200.
  • the in vivo part 100 includes a monitoring unit 110, a signal conditioning unit 120, a wireless communication unit 130, and an energy receiving and supplying unit 140.
  • the in vitro part 200 includes a signal relay Unit 210, host computer processing unit 220, and cloud processing unit 230.
  • the monitoring unit 110 can be implanted into the body of a subject (such as a glaucoma patient).
  • the intraocular pressure monitoring module 111 uses two or more branched drainage tubes 151 to be inserted into the eyeball (preferably the anterior chamber). ), Thereby detecting the intraocular pressure of the subject, and reducing the probability of the monitoring unit 110 being blocked and failing.
  • the detection data is processed by the signal conditioning unit 120, and then sent by the wireless communication unit 130 to the signal relay unit 210.
  • the monitoring unit 110 includes at least one tonometric monitoring module 111.
  • the tonometric monitoring module 111 includes two or more pressure sensors 111a.
  • the signal relay unit 210 is configured to transfer the signals from the monitoring unit 110.
  • the data is sent to the host computer processing unit 220; the host computer processing unit 220 is configured to use information fusion technology to analyze and process the detection data of different sensors received, and send a prompt signal when the processing result indicates that the intraocular pressure is abnormal. .
  • the intraocular pressure monitoring system of the present disclosure can accurately detect the intraocular pressure data of the monitored person through the monitoring unit 110.
  • the drainage tubes of the other branches can also drain normally to improve the intraocular pressure monitoring.
  • the working life and reliability of the system compared with the drainage method of an intraocular pressure monitoring system using two or more drainage tubes, this branched drainage method reduces the number of drainage tubes inserted into the anterior chamber, thereby reducing the damage.
  • multiple sensors in the intraocular pressure monitoring system can be composed of a single sensor installed one by one, or can be made into a chip (device) by integrated manufacturing to reduce volume and improve reliability.
  • the second aspect of the present disclosure provides an intraocular pressure monitoring method, which employs the intraocular pressure monitoring system described earlier in the present disclosure, and is preferably as shown in FIG. 15 and includes steps:
  • the body part monitors the intraocular pressure of the subject and converts the pressure signal into an electrical signal
  • the in vivo part sends monitoring data to the signal relay unit 210;
  • the signal relay unit 210 sends data from the monitoring unit 110 to the host computer processing unit 220.
  • the host computer processing unit 220 uses information fusion technology to analyze and process the received data;
  • the host computer processing unit 220 comprehensively determines whether the intraocular pressure is abnormal based on data from two or more pressure sensors, and sends a prompt signal when it is determined that the intraocular pressure is abnormal.
  • the plurality of sets of intraocular pressure data detected by the two or more pressure sensors in the monitoring unit are used to judge the reliability of the in-vivo sensor according to the error analysis theory.
  • Pressure sensor which can correct the IOP data of the monitored person, or exclude the IOP data of the monitored person; in this embodiment, preferably, two or more pressures in the monitoring unit 110
  • the average value of the intraocular pressure data detected by the sensor is M mmHg.
  • d is a preset deviation value, Preferably d ⁇ 0.1, it means that the reliability of the pressure sensor in the body needs to be tested at this time.
  • the monitored person needs to contact the doctor in time to calibrate the pressure sensor in the body, so that the IOP data of the monitored person can be corrected, or the monitored person's Incorrect intraocular pressure data; d ⁇ 0.1, it means that the in-vivo sensor can work normally, and the intraocular pressure is the average of the pressure data;
  • multiple sets of intraocular pressure data detected by two or more pressure sensors in the monitoring unit are used to improve the measurement accuracy of the internal pressure sensor according to a multi-sensor weighted fusion algorithm, and may be determined according to the measurement variance of each pressure sensor.
  • the weighting coefficient of each pressure sensor is finally fused with intraocular pressure data.
  • the measurement equation expression of the monitoring unit 110 is:
  • x is the state quantity to be measured
  • Y [y 1 y 2 y 3 ⁇ y n ] T is an n-dimensional measurement vector
  • the weighted fusion estimation value is:
  • the weighting coefficient calculation formula is:
  • the weighted fusion error is the mean square error, and the specific form is as follows:
  • weighted fusion accuracy actually depends on the accuracy of the sensor measurement noise variance estimation.
  • the measurement results of the intraocular pressure data detected by the two pressure sensors 111a and 111b used in the monitoring unit 110 are M mmHg and N mmHg, respectively, which can be determined by the measurement variance of the two pressure sensors. Given that their corresponding weighting coefficients are K and L, the IOP data can be fused as
  • the multiple sets of intraocular pressure data detected by two or more pressure sensors in the monitoring unit are used to improve the measurement accuracy of the internal pressure sensor according to the multi-sensor estimation fusion algorithm, and corresponding responses can be established according to the measurement data of each sensor , An iterative model, taking the weighted average of the estimated value and the actual measurement value calculated by the model, and finally fused the intraocular pressure data; in this embodiment, preferably, the two pressures used in the monitoring unit 110
  • the measurement results of the intraocular pressure data detected by the sensors 111a and 111b are M mmHg and N mmHg, respectively.
  • the model x (a) can be obtained from the data before the pressure sensor 111a, and the estimated value P can be obtained from the model x (a).
  • the model y (b) can be obtained from the data before the pressure sensor 111b
  • the estimated value Q mmHg can be obtained from the model y (b)
  • the weighting coefficient of the pressure sensor 111a model can be determined from the test variance of the pressure sensor model Is K, and the weighting coefficient of the pressure sensor 111b model is L, then the intraocular pressure data can be fused as
  • multiple sets of intraocular pressure data detected by two or more pressure sensors in the monitoring unit are used to improve the measurement accuracy of the in-vivo pressure sensor according to a machine learning method.
  • Two or two of the monitoring units The multiple groups of intraocular pressure data detected by the above pressure sensor can choose a model structure (preferably linear regression, logistic regression, Bayesian model, decision tree), and then use the training data to enter the model, and then analyze the optimal model through the learning algorithm Structure, taking the weighted average of the estimated value and the actual measurement value calculated by the optimal model structure, and finally merging the intraocular pressure data; in this embodiment, preferably, the two pressure sensors used in the monitoring unit 110
  • the measurement results of the intraocular pressure data detected by 111a and 111b are M mmHg and N mmHg, respectively, wherein the pressure sensor 111a selects an existing model structure (preferably linear regression, logistic regression, Bayesian model, decision tree, etc.) Then, use the previous test data to enter the model, and then analyze the optimal model structure x (a
  • the estimated value P mmHg can be obtained from the model x (a)
  • the pressure sensor 111b selects a model structure (preferably linear regression, logistic regression, Bayesian model, decision tree, etc.), and then uses the previous test data to enter the model, and then analyzes the optimal model structure y by the learning algorithm ( b), the estimated value Q mmHg can be obtained from the model y (b), and the weighting coefficient of the pressure sensor 111a model can be determined from the test variance of the pressure sensor model is K, and the weighting coefficient of the pressure sensor 111b model is L, then the intraocular pressure Data can be fused into
  • the host computer processing unit 220 determines the fluctuation of the intraocular pressure, and can diagnose the abnormal intraocular pressure when one of the following three conditions is met:
  • IOP exceeds a millimeter of mercury
  • the monitoring unit 110 or the signal relay unit 210 includes at least one acceleration sensor 113a and / or at least one gyro sensor 114a.
  • the monitoring unit 110 includes a pressure sensor 111a, One acceleration sensor 113a and one gyro sensor 114a.
  • the host computer processing unit 220 judges the effect of acceleration and / or angular velocity on the intraocular pressure through a comprehensive algorithm based on the data of the two or more pressure sensors and comprehensively processes the results. When the fluctuation of the pressure with acceleration and / or angular velocity exceeds a predetermined limit, a warning signal is issued.
  • the monitoring unit 110 includes at least one pressure sensor 111 a and at least one temperature sensor 112 a, for example, as shown in FIG. 8. In this situation:
  • step S10 the monitoring unit 110 further detects the body temperature of the subject, and converts the temperature signal into an electrical signal
  • step S50 before determining whether the intraocular pressure is abnormal, the host computer processing unit 220 first corrects the temperature drift of the pressure sensor 111a due to the internal temperature change, obtains the corrected pressure value, and then performs the correction according to the correction.
  • the pressure value determines whether the intraocular pressure is abnormal. For example, when the subject has a fever, the temperature drift of the pressure sensor 111a is A mmHg / ° C, and the body temperature rises B ° C. At this time, the pressure value displayed by the pressure sensor 111a in the body is C mmHg, and the pressure sensor 111a in the body measures The correction value of the obtained pressure value is (C-AB) mmHg.
  • the pressure value measured by the pressure sensor 111a is corrected, it is determined whether the intraocular pressure is abnormal, so that the monitoring accuracy of the intraocular pressure monitoring method of the present disclosure is improved.
  • the monitoring unit 110 includes two pressure sensors 111 a arranged side by side. In this situation:
  • step S10 the monitoring unit 110 uses the two pressure sensors 111a to detect the intraocular pressure of the subject independently, and converts the pressure signal into an electrical signal to obtain two sets of intraocular pressure data;
  • step S40 the host computer processing unit 220 uses information fusion technology to analyze and process the received data and determine the consistency of the two groups of tonometer data, for example, to calculate whether
  • step S50 when
  • the intraocular pressure monitoring system includes a cloud processing unit 230; as shown in FIG. 16, step S50 further includes steps:
  • the host computer processing unit 220 transmits the processed data and / or unprocessed data to the cloud processing unit 230.
  • the cloud processing unit 230 uses information fusion technology to re-analyze the received data, and feeds back the analysis result to the host computer processing unit 220.
  • the host computer processing unit 220 determines whether the intraocular pressure is abnormal according to the received feedback information, and sends a prompt signal when it is determined that the intraocular pressure is abnormal.

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Abstract

An intraocular pressure monitoring system, comprising an in-vivo portion (100) and an in-vitro portion (200). The in-vivo portion (100) is used for monitoring an intraocular parameter in real time, performing signal conditioning, and sending and receiving a signal; and the in-vitro portion (200) is used for wirelessly supplying energy to the in-vivo portion (100), and receiving data transmitted from the in-vivo portion (100) and performing information fusion and processing on same, wherein the in-vivo portion (100) comprises at least one monitoring unit (110), the monitoring unit (110) comprising at least two sensors, and the sensors being used for monitoring an intraocular pressure parameter; and the in-vitro portion (200) comprises at least one multi-sensor information fusion module (221), and performs analysis processing on the received data by means of an information fusion technique. In the intraocular pressure monitoring system, multiple sensors are rationally arranged in the monitoring unit (110) such that the intraocular pressure and other parameters can be obtained by using a multi-sensor information fusion technique, thereby effectively improving the reliability and detection accuracy of intraocular pressure monitoring.

Description

眼压监测系统及眼压监测方法Intraocular pressure monitoring system and method 技术领域Technical field
本公开涉及医疗器械领域,具体涉及一种眼压监测系统。本公开还涉及一种眼压监测方法。The present disclosure relates to the field of medical devices, and in particular, to an intraocular pressure monitoring system. The present disclosure also relates to an intraocular pressure monitoring method.
背景技术Background technique
青光眼是由于眼内房水过多导致眼压持续或间断升高,超过眼球耐受的程度而损害视神经的眼部疾病。长时间连续地测量眼压对于青光眼患者的诊断及治疗有着非常重要的意义。Glaucoma is a disease of the eye that damages the optic nerve due to continuous or intermittent elevation of intraocular pressure caused by excessive aqueous humor in the eye, which exceeds the tolerance of the eyeball. Long-term continuous measurement of intraocular pressure is of great significance for the diagnosis and treatment of glaucoma patients.
通过植入的方法在眼内放入微传感器并组成实时监测系统有可能是一种能够实现长时间连续监测眼压的方法。然而,目前文献中和所报道的植入式眼压监测装置及方法往往只使用一个或一种传感器,从而存在以下不足:(1)检测精度方面:测得的眼压数据类型相对单一,而患者在日常工作和生活中存在静止、运动、加减速、体温变化、体位变化等多种复杂情况,这些情况会对眼压的准确测量造成一定的影响,因此无法得出较为准确、可靠的眼压数据和信息;(2)可靠性方面:由于只使用一个压力传感器检测眼压,当该压力传感器发生故障或失效时,植入式眼压监测装置也随即失效。更严重的是,单一压力传感器由于故障或失效提供的错误眼压信息无法进行纠正,从而会导致医生和患者进行错误判断、错误操作和治疗。除此之外,再次进行眼压监测装置的植入手术,对患者身心有可能造成新一轮创伤;(3)智能化方面:目前的眼压监测方法未提及信息融合技术,然而患者在日常工作和生活中存在的多种复杂情况,需要采用多个或多种传感器互相配合,同时采集多个或多种信号进行综合分析和判断,才能提高系统的智能化。It is possible to put a micro-sensor into the eye and form a real-time monitoring system by implantation. However, the implantable intraocular pressure monitoring devices and methods in the current literature and reports often use only one or one sensor, which has the following disadvantages: (1) in terms of detection accuracy: the type of measured intraocular pressure data is relatively single, and Patients have many complex situations such as stillness, movement, acceleration and deceleration, body temperature changes, and body position changes in daily work and life. These conditions will affect the accurate measurement of intraocular pressure, so it is impossible to obtain a more accurate and reliable eye. Pressure data and information; (2) Reliability: Because only one pressure sensor is used to detect intraocular pressure, when the pressure sensor fails or fails, the implantable tonometer will also fail. What is more serious is that the wrong intraocular pressure information provided by a single pressure sensor due to failure or failure cannot be corrected, which will cause doctors and patients to make wrong judgments, incorrect operations and treatments. In addition, re-implantation of the intraocular pressure monitoring device may cause a new round of trauma to the patient's body and mind; (3) intelligent aspects: the current method of intraocular pressure monitoring does not mention information fusion technology, but patients in the Various complex situations in daily work and life require multiple or multiple sensors to cooperate with each other, and simultaneously collect multiple or multiple signals for comprehensive analysis and judgment, in order to improve the intelligence of the system.
另外,目前有些文献报道的眼压测量和监测装置虽然提到了采用多传感器,但一方面并没给出采用多传感器进行眼压监测的原因和目的以及如何进行多个或多种传感器的合理的布置及配合,另一方面也没给出通过多传感器的信息进行融合处理的方法和算法。In addition, although some IOP measurement and monitoring devices reported in the literature mention the use of multiple sensors, on the one hand, the reason and purpose of using multiple sensors for IOP monitoring and the rationality of how to perform multiple or multiple sensors are not given. The arrangement and coordination, on the other hand, does not give a method and algorithm for fusion processing through multi-sensor information.
总之,现有技术中的植入式眼压监测装置及方法难以满足对患者眼压进行高准确性、高可靠性、智能化的实时监测的需求。In short, the implantable intraocular pressure monitoring device and method in the prior art are difficult to meet the needs of high accuracy, high reliability, and intelligent real-time monitoring of the patient's intraocular pressure.
发明内容Summary of the invention
基于上述现状,本公开的主要目的在于提供一种眼压监测系统及眼压监测方法,其利用多传感器信息融合技术来实时监测眼压,不仅能够提高眼压监测的可靠性和测量精度,还能在眼压异常时,及时提醒受监测者,以避免受监测者的视神经受损。Based on the above status, the main purpose of the present disclosure is to provide an intraocular pressure monitoring system and an intraocular pressure monitoring method that utilize multi-sensor information fusion technology to monitor intraocular pressure in real time, which can not only improve the reliability and measurement accuracy of intraocular pressure monitoring, It can prompt the monitored person when the intraocular pressure is abnormal to avoid damage to the monitored person's optic nerve.
为实现上述目的,本公开采用的技术方案如下:In order to achieve the above purpose, the technical solutions adopted in the present disclosure are as follows:
一种眼压监测系统,包括体内部分和体外部分,所述体内部分用于实时监测眼内参数、进行信号调理、发送和接收信号;所述体外部分用于对体内部分进行无线供能,并对体内部分传出的数据进行接收、信息融合和处理;An intraocular pressure monitoring system includes an internal body part and an external body part, the internal body part is used for real-time monitoring of intraocular parameters, signal conditioning, sending and receiving signals; the external body part is used for wireless energy supply of the internal body part, and Receiving, information fusion and processing of the internal body data;
其中,所述体内部分包括至少一个监测单元,所述监测单元包括至少两个传感器,所述传感器用于监测眼压参数;Wherein, the body part includes at least one monitoring unit, and the monitoring unit includes at least two sensors, and the sensors are used for monitoring the intraocular pressure parameter;
所述体外部分包括至少一个多传感器信息融合模块,通过信息融合技术对接收到的数据进行分析处理。The in vitro part includes at least one multi-sensor information fusion module, which analyzes and processes the received data through information fusion technology.
优选地,所述监测单元包括至少一个用于监测眼压的压力传感器。Preferably, the monitoring unit includes at least one pressure sensor for monitoring intraocular pressure.
优选地,所述监测单元还包括至少一根引流管,所述引流管与所述监测单元中的至少一个压力传感器连接;Preferably, the monitoring unit further includes at least one drainage tube, and the drainage tube is connected to at least one pressure sensor in the monitoring unit;
所述引流管用于插入眼球内,以便引流房水至监测单元。The drainage tube is used to be inserted into the eyeball, so as to drain the aqueous humor to the monitoring unit.
优选地,所述体外部分包括至少一个传感器。Preferably, the extracorporeal portion includes at least one sensor.
优选地,所述体外部分包括至少一个压力传感器,用于监测大气压;Preferably, the extracorporeal portion includes at least one pressure sensor for monitoring atmospheric pressure;
和/或,所述体外部分包括至少一个加速度传感器和/或至少一个陀螺仪传感器,用于测量和/或监测受监测者身体的加速度和/或角速度,使得所述眼压监测系统能够通过监测受监测者身体的加速度和/或角速度和/或姿态提高眼压测量的精度;And / or, the extracorporeal part includes at least one acceleration sensor and / or at least one gyroscope sensor for measuring and / or monitoring the acceleration and / or angular velocity of the body of the subject, so that the intraocular pressure monitoring system can pass the monitoring The acceleration and / or angular velocity and / or posture of the subject's body improves the accuracy of the intraocular pressure measurement;
和/或,所述体外部分包括至少一个温度传感器,用于测量和/或监测受监测者和/或环境的温度,使得所述眼压 监测系统能够考虑或排除温度变化对眼压监测的影响。And / or, the extracorporeal portion includes at least one temperature sensor for measuring and / or monitoring the temperature of the subject and / or the environment, so that the intraocular pressure monitoring system can consider or exclude the impact of temperature changes on the intraocular pressure monitoring .
优选地,所述监测单元包括至少一个加速度传感器和/或至少一个陀螺仪传感器,用于监测受监测者头部的加速度和/或角速度,使得所述眼压监测系统能够监测加速度和/或角速度对眼压的影响;Preferably, the monitoring unit includes at least one acceleration sensor and / or at least one gyroscope sensor, which is used to monitor the acceleration and / or angular velocity of the head of the subject, so that the intraocular pressure monitoring system can monitor the acceleration and / or angular velocity. Effect on intraocular pressure;
和/或,所述监测单元包括至少一个温度传感器,用于监测受监测者的体内温度,使得所述眼压监测系统能够监测体内温度变化对眼压的影响。And / or, the monitoring unit includes at least one temperature sensor, which is used to monitor the body temperature of the subject, so that the intraocular pressure monitoring system can monitor the impact of changes in body temperature on intraocular pressure.
优选地,所述体外部分包括信号中转单元和上位机处理单元,所述信号中转单元用于接收所述体内部分传输的参数数据,并将接收到的数据转述给所述上位机处理单元,所述至少一个多传感器信息融合模块设置在所述上位机处理单元中。Preferably, the external body part includes a signal relay unit and a host computer processing unit, and the signal relay unit is configured to receive parameter data transmitted by the internal body part and relay the received data to the host computer processing unit. The at least one multi-sensor information fusion module is disposed in the host computer processing unit.
优选地,所述体外部分还包括云端处理单元,所述云端处理单元能够与所述上位机处理单元进行通讯,以便接收和存储来自所述上位机处理单元的参数数据,并能够利用多传感器信息融合技术对接收到的数据进行再分析,并将分析结果反馈至所述上位机处理单元。Preferably, the external part further includes a cloud processing unit, and the cloud processing unit can communicate with the host computer processing unit in order to receive and store parameter data from the host computer processing unit, and can use multi-sensor information The fusion technology reanalyzes the received data, and feeds back the analysis result to the host computer processing unit.
优选地,所述信号中转单元适于佩戴在受监测者的头部、胸部、躯干和/或四肢。Preferably, the signal relay unit is adapted to be worn on the head, chest, torso and / or limbs of the subject.
一种眼压监测方法,其采用前面所述的眼压监测系统,所述眼压监测系统的体外部分包括信号中转单元和上位机处理单元;所述眼压监测方法包括步骤:An intraocular pressure monitoring method adopts the aforementioned intraocular pressure monitoring system. The external part of the intraocular pressure monitoring system includes a signal relay unit and a host computer processing unit. The intraocular pressure monitoring method includes the steps:
S10、所述体内部分监测受监测者的眼压,并将压力信号转换成电信号;S10. The body part monitors the intraocular pressure of the subject and converts the pressure signal into an electrical signal;
S20、所述体内部分将监测数据发送给所述信号中转单元;S20. The in vivo part sends monitoring data to the signal relay unit;
S30、所述信号中转单元将来自所述体内部分的数据发送给所述上位机处理单元;S30. The signal relay unit sends data from the internal body part to the host computer processing unit;
S40、所述上位机处理单元利用信息融合技术对接收到的数据进行分析处理;S40. The host computer processing unit uses information fusion technology to analyze and process the received data;
S50、所述上位机处理单元根据处理结果判断眼压是否异常,并在眼压正常时给出眼压信息,在确认眼压异常时发出提示信号。S50. The host computer processing unit judges whether the intraocular pressure is abnormal according to the processing result, and provides the intraocular pressure information when the intraocular pressure is normal, and issues a prompt signal when confirming that the intraocular pressure is abnormal.
优选地,所述监测单元包括至少两个压力传感器;步骤S50中,所述上位机处理单元根据两个或两个以上压力传感器的数据,通过数据融合算法综合判断,得出眼压的情况和数据。Preferably, the monitoring unit includes at least two pressure sensors; in step S50, the host computer processing unit comprehensively judges the condition of the intraocular pressure based on the data of the two or more pressure sensors through a data fusion algorithm and data.
优选地,步骤S50中,所述上位机处理单元判断眼压情况,并在符合以下三种条件中的任一种情况时即可诊断为眼压异常:Preferably, in step S50, the host computer processing unit determines the condition of the intraocular pressure, and can diagnose the abnormality of the intraocular pressure when any one of the following three conditions is met:
(1)眼压超过a毫米汞柱,(1) IOP exceeds a millimeter of mercury,
(2)双眼压差值大于b毫米汞柱,(2) the difference in binocular pressure is greater than b mm Hg,
(3)t1小时内眼压差值超过c毫米汞柱,(3) The difference in intraocular pressure in t1 hour exceeds c mmHg,
其中,t1=1~100,a=3~80,b=3~10,c=3~30。Among them, t1 = 1 to 100, a = 3 to 80, b = 3 to 10, and c = 3 to 30.
优选地,所述监测单元或者所述信号中转单元包括至少一个加速度传感器和/或至少一个陀螺仪传感器;步骤S50中,所述上位机处理单元根据加速度和/或角速度传感器的测量结果对眼压的测量结果进行校正或补偿,并在确认为眼压随加速度和/或角速度的波动超过预定限度时,发出提示信号。Preferably, the monitoring unit or the signal relay unit includes at least one acceleration sensor and / or at least one gyro sensor; in step S50, the host computer processing unit performs an intraocular pressure measurement based on the measurement results of the acceleration and / or angular velocity sensor. The measurement results are corrected or compensated, and when it is confirmed that the fluctuation of the intraocular pressure with acceleration and / or angular velocity exceeds a predetermined limit, a warning signal is issued.
优选地,所述监测单元包括至少一个压力传感器和至少一个温度传感器;Preferably, the monitoring unit includes at least one pressure sensor and at least one temperature sensor;
步骤S10中,所述监测单元还监测受监测者的体内温度,并将温度信号转换成电信号;In step S10, the monitoring unit also monitors the body temperature of the subject and converts the temperature signal into an electrical signal;
步骤S50中,所述上位机处理单元首先对所述压力传感器随体内温度变化而产生的温度漂移进行修正,获得修正后的压力值,之后再按照修正后的压力值判断眼压是否异常。In step S50, the host computer processing unit first corrects the temperature drift generated by the pressure sensor with changes in the body temperature, obtains the corrected pressure value, and then determines whether the intraocular pressure is abnormal according to the corrected pressure value.
优选地,所述眼压监测系统包括云端处理单元;步骤S50包括步骤:Preferably, the intraocular pressure monitoring system includes a cloud processing unit; step S50 includes steps:
S510、所述上位机处理单元将分析处理后的数据和/或未经处理的数据传输至所述云端处理单元;S510. The host computer processing unit transmits the processed and / or unprocessed data to the cloud processing unit;
S520、所述云端处理单元利用信息融合技术对接收到的数据进行再分析,并将分析结果反馈至所述上位机处理单元;S520. The cloud processing unit uses information fusion technology to reanalyze the received data, and feeds back the analysis result to the host computer processing unit;
S530、所述上位机处理单元根据接收到的反馈信息判断眼压是否异常,并在确认为眼压异常时发出提示信号。S530. The host computer processing unit determines whether the intraocular pressure is abnormal according to the received feedback information, and sends a prompt signal when it is determined that the intraocular pressure is abnormal.
本公开通过在监测单元中合理地布置多个传感器,可利用多传感器信息融合技术获得眼压及其他参数,从而有效提高眼压监测的可靠性和检测精度。According to the present disclosure, by properly arranging multiple sensors in the monitoring unit, the intraocular pressure and other parameters can be obtained by using the multi-sensor information fusion technology, thereby effectively improving the reliability and detection accuracy of the intraocular pressure monitoring.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
以下将参照附图对根据本公开的眼压监测系统及眼压监测方法的优选实施方式进行描述。图中:Hereinafter, preferred embodiments of the intraocular pressure monitoring system and the intraocular pressure monitoring method according to the present disclosure will be described with reference to the accompanying drawings. In the picture:
图1为根据本公开的一种优选实施方式的眼压监测系统的组成和结构示意图;1 is a schematic diagram of a composition and a structure of an intraocular pressure monitoring system according to a preferred embodiment of the present disclosure;
图2为根据本公开的一种优选实施方式的监测单元的结构示意图;2 is a schematic structural diagram of a monitoring unit according to a preferred embodiment of the present disclosure;
图3为根据本公开的一种优选实施方式的监测单元的结构示意图,其中仅示意了传感器的布置方式;FIG. 3 is a schematic structural diagram of a monitoring unit according to a preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
图4为根据本公开的另一种优选实施方式的监测单元的结构示意图,其中仅示意了传感器的布置方式;4 is a schematic structural diagram of a monitoring unit according to another preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
图5为根据本公开的又一种优选实施方式的监测单元的结构示意图,其中仅示意了传感器的布置方式;5 is a schematic structural diagram of a monitoring unit according to another preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
图6为根据本公开的一种优选实施方式的信号中转单元的结构示意图;6 is a schematic structural diagram of a signal relay unit according to a preferred embodiment of the present disclosure;
图7为根据本公开的再一种优选实施方式的监测单元的结构示意图,其中仅示意了传感器的布置方式;7 is a schematic structural diagram of a monitoring unit according to still another preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
图8为根据本公开的又另一种优选实施方式的监测单元的结构示意图,其中仅示意了传感器的布置方式;8 is a schematic structural diagram of a monitoring unit according to still another preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
图9为根据本公开的又再一种优选实施方式的监测单元的结构示意图,其中仅示意了传感器的布置方式;9 is a schematic structural diagram of a monitoring unit according to still another preferred embodiment of the present disclosure, in which only an arrangement manner of sensors is illustrated;
图10为根据本公开的再另一种优选实施方式的监测单元的结构示意图,其中仅示意了传感器的布置方式。FIG. 10 is a schematic structural diagram of a monitoring unit according to still another preferred embodiment of the present disclosure, where only an arrangement manner of sensors is illustrated.
图11为根据本公开的再另一种优选实施方式的监测单元的结构示意图,其中仅示意了传感器的布置方式。FIG. 11 is a schematic structural diagram of a monitoring unit according to still another preferred embodiment of the present disclosure, where only an arrangement manner of a sensor is illustrated.
图12为根据本公开的一种优选实施方式的监测单元同时植入眼球内和颅腔内的示意图;FIG. 12 is a schematic diagram of simultaneously implanting a monitoring unit into an eyeball and a cranial cavity according to a preferred embodiment of the present disclosure;
图13为根据本公开的一种优选实施方式的监测单元植入眼球内的示意图;13 is a schematic diagram of a monitoring unit implanted into an eyeball according to a preferred embodiment of the present disclosure;
图14为根据本公开的另一种优选实施方式的监测单元植入眼球内的示意图;14 is a schematic diagram of a monitoring unit implanted into an eyeball according to another preferred embodiment of the present disclosure;
图15为根据本公开的一种优选实施方式的眼压监测方法的流程图;15 is a flowchart of an intraocular pressure monitoring method according to a preferred embodiment of the present disclosure;
图16为根据本公开的另一种优选实施方式的眼压监测方法的流程图;16 is a flowchart of an intraocular pressure monitoring method according to another preferred embodiment of the present disclosure;
附图标记说明Reference sign description
100 体内部分  110 监测单元  111 眼内压监测模块  111a 压力传感器 111b 压力传感器 111c 压力传感器  111d 压力传感器  111e 压力传感器  111f 压力传感器  112 温度监测模块  112a 温度传感器  112b 温度传感器  113 加速度监测模块  113a 加速度传感器  113b 加速度传感器  114 角速度监测模块  114a 陀螺仪传感器  114b 陀螺仪传感器  115 颅内压监测模块  115a 压力传感器  116a 心率传感器  117a 血糖传感器  120 信号调理单元  130 无线通讯单元  140 能源接收和供给单元  150 引流管  150a 引流管  150b 引流管  150c 引流管  151 引流管  152 引流管  200 体外部分  210 信号中转单元  211 电源模块 212 电源管理模块  213 信号接收模块  214 信号传输模块  220 上位机处理单元  221 多传感器信息融合模块  230 云端处理单元100 internal body monitoring unit 110 intraocular pressure monitoring module 111a pressure sensor 111b pressure sensor 111c pressure sensor 111d pressure sensor 111e pressure sensor 111f pressure sensor 112 temperature monitoring module 112a temperature sensor 112b temperature sensor 113a acceleration sensor 114 angular velocity monitoring module 114a gyroscope sensor 114b intracranial pressure monitoring module 115a pressure sensor 116a heart rate sensor 117a blood glucose sensor 120 signal conditioning unit 130 wireless communication unit 140 energy receiving and supplying unit 150 drainage tube 150a drainage tube 150 150c drainage tube, 151 drainage tube, 152 drainage tube, 200 external part, 210 signal relay unit, 211 power module, 212 power management module, 213 signal receiving module, 214 signal transmission module, 220 upper computer processing unit, 221 multi-sensor information fusion module, 230 cloud The processing unit
具体实施方式detailed description
本公开的第一方面提供了一种眼压监测系统,如图1所示,包括体内部分100和体外部分200,其中体内部分包括监测单元110、信号调理单元120、无线通讯单元130和能源接收和供给单元140,体外部分包括信号中转单元210、上位机处理单元220、云端处理单元230。A first aspect of the present disclosure provides an intraocular pressure monitoring system, as shown in FIG. 1, including an in vivo portion 100 and an extracorporeal portion 200, wherein the in vivo portion includes a monitoring unit 110, a signal conditioning unit 120, a wireless communication unit 130, and an energy receiving unit. With the supply unit 140, the external part includes a signal relay unit 210, a host computer processing unit 220, and a cloud processing unit 230.
1.多种和多个传感器的配合方式1. Multiple and multiple sensors
本公开的眼压监测系统中,传感器的种类和数量可以根据需要进行搭配,以获得不同的监测效果。In the intraocular pressure monitoring system of the present disclosure, the type and number of sensors can be matched as required to obtain different monitoring effects.
现有技术中的植入式眼压监测装置由于只使用一个或一种压力传感器检测眼压,从而存在以下不足:(1)检测精度方面:测得的眼压数据类型相对单一,而患者在日常工作和生活中存在静止、运动、加减速、体温变化、体位变化等多种复杂情况,这些情况会对眼压的准确测量造成一定的影响,因此无法得出较为准确、可靠的眼压数据和信息。(2)可靠性方面:由于只使用一个压力传感器检测眼压,当该压力传感器发生故障或失效时,植入式眼压监测装置也随即失效。更严重的是,单一压力传感器由于故障或失效提供的错误眼压信息无法进行纠正,从而会导致医生和患者进行错误判断、错误操作和治疗。除此之外,再次进行眼压监测装置的植入手术,对患者身心有可能造成新一轮创伤。(3)智能化方面:目前的眼压监测方法未提及信息融合技术,然而患者在日常工作和生活中存在的多种复杂情况,需要采用多个或多种传感器互相配合,同时采集多个或多种信号进行综合分析和判断,才能提高系统的智能化。因此植入式眼压监测装置的测量精度、可靠性、智能化等有待提高。The implantable intraocular pressure monitoring device in the prior art uses only one or one type of pressure sensor to detect intraocular pressure, and therefore has the following disadvantages: (1) in terms of detection accuracy: the type of the measured intraocular pressure data is relatively single, and the patient is There are many complicated situations in daily work and life, such as stillness, movement, acceleration and deceleration, body temperature changes, and body position changes. These conditions will affect the accurate measurement of intraocular pressure, so it is impossible to obtain more accurate and reliable intraocular pressure data. And information. (2) Reliability: Because only one pressure sensor is used to detect intraocular pressure, when the pressure sensor fails or fails, the implantable intraocular pressure monitoring device also fails immediately. What is more serious is that the wrong intraocular pressure information provided by a single pressure sensor due to failure or failure cannot be corrected, which will cause doctors and patients to make wrong judgments, incorrect operations and treatments. In addition, re-implantation of the intraocular pressure monitoring device may cause a new round of trauma to the patient's body and mind. (3) In terms of intelligence: the current IOP monitoring method does not mention information fusion technology, but patients have many complex situations in daily work and life, which require multiple or multiple sensors to cooperate with each other and collect multiple Or comprehensive analysis and judgment of multiple signals can improve the intelligence of the system. Therefore, the measurement accuracy, reliability, and intelligence of the implantable intraocular pressure monitoring device need to be improved.
基于本公开内容,我们可根据可靠性理论、误差分析理论对眼压监测系统进行设计和选择。Based on this disclosure, we can design and choose an intraocular pressure monitoring system based on reliability theory and error analysis theory.
可靠性的定义为产品在规定的条件下和规定的时间内,完成规定功能的能力。可靠性的概率度量叫可靠度,一般记为R(t)。可靠度函数可用关于时间t的函数表示,可表示为Reliability is defined as the ability of a product to perform a specified function under specified conditions and within a specified time. The probability measure of reliability is called reliability, and it is generally recorded as R (t). The reliability function can be expressed as a function of time t, which can be expressed as
R(t)=P(T>t)                     (公式1)R (t) = P (T> t) (Formula 1)
其中,t为规定的时间,T表示产品的寿命,P(E)为发生事件E的概率。Among them, t is a predetermined time, T is the life of the product, and P (E) is the probability of occurrence of event E.
由可靠度的定义可知,R(t)描述了产品在(0,t)时间内完好的概率,且R(0)=1,R(+∞)=0。即开始使用时,所有 产品都良好;只要时间充分长,全部产品都会失效。From the definition of reliability, we know that R (t) describes the probability that the product will be intact within (0, t) time, and R (0) = 1, R (+ ∞) = 0. That is, when it is started, all products are good; as long as it is long enough, all products will fail.
相应地,有不可靠度F(t),或称累计失效概率。则有:Accordingly, there is an unreliability F (t), or cumulative failure probability. Then there are:
R(t)+F(t)=1               (公式2)R (t) + F (t) = 1 (Formula 2)
定义累计失效概率F(t)的导数为f(t),则f(t)表示产品在t时刻的单位时间的失效概率,则有:Defining the derivative of the cumulative failure probability F (t) as f (t), then f (t) represents the failure probability of the product at unit time at time t, then:
Figure PCTCN2019097210-appb-000001
Figure PCTCN2019097210-appb-000001
其中,t为规定的时间,n(t)表示到t时刻未能完成规定功能的产品数,N表示在该区间开始时刻投入工作的产品数。Among them, t is a predetermined time, n (t) represents the number of products that fail to complete the specified function by time t, and N represents the number of products put into work at the beginning of the interval.
再定义失效率λ(t)为工作到t时刻尚未失效的产品,在该时刻t后的单位时间内发生失效的概率。Redefine the failure rate λ (t) as the probability that a product that has not failed until time t will fail in a unit time after that time t.
则用概率公式表示为:The probability formula is used as:
Figure PCTCN2019097210-appb-000002
Figure PCTCN2019097210-appb-000002
进一步得:Further:
Figure PCTCN2019097210-appb-000003
Figure PCTCN2019097210-appb-000003
由于:due to:
f(t)=-R′(t)f (t) =-R ′ (t)
R′(t)=-f(t)R ′ (t) =-f (t)
即:which is:
Figure PCTCN2019097210-appb-000004
Figure PCTCN2019097210-appb-000004
由此得出可靠度和失效率的关系式:From this, the relationship between reliability and failure rate is obtained:
Figure PCTCN2019097210-appb-000005
Figure PCTCN2019097210-appb-000005
假设现有植入式眼压监测装置中的一个传感器工作年损耗率为1%,即一个传感器工作1年后发生失效的概率为1%,那么,在可靠性不变的情况下,如何将现有植入式眼压监测装置的工作寿命提高到10年?甚至20年?Assume that the annual loss rate of a sensor in an existing implantable intraocular pressure monitoring device is 1%, that is, the probability of failure of a sensor after 1 year of operation is 1%. Then, under the condition of constant reliability, how to Is the working life of existing implantable intraocular pressure monitoring devices increased to 10 years? Even 20 years?
根据上述公式2和公式5可得失效概率:According to the above formulas 2 and 5, the failure probability can be obtained:
Figure PCTCN2019097210-appb-000006
Figure PCTCN2019097210-appb-000006
那么现有植入式眼压监测装置中的一个压力传感器工作年损耗率为1%可得,
Figure PCTCN2019097210-appb-000007
Then an annual loss rate of a pressure sensor in the existing implantable intraocular pressure monitoring device is available at 1%.
Figure PCTCN2019097210-appb-000007
为了提高现有植入式眼压监测装置的工作寿命至10年,植入式眼压监测装置可采用多个相同压力传感器一起工作,由现有的只含一个压力传感器的植入式眼压监测装置发生失效概率为1%,则有
Figure PCTCN2019097210-appb-000008
可得压力传感器数量n为1.95,即现有植入式眼压监测装置采用2个相同压力传感器一同工作,可提高现有植入式眼压监测装置的工作寿命至10年以上。同理,当设定工作寿命为20年时,可得压力传感器数量n为2.70,即现有植入式眼压监测装置采用3个相同压力传感器一同工作,可提高现有植入式眼压监测装置的工作寿命至20年以上。
In order to improve the working life of the existing implanted tonometers to 10 years, the implanted tonometers can work with multiple identical pressure sensors. The existing implanted tonometer with only one pressure sensor The probability of failure of the monitoring device is 1%, then
Figure PCTCN2019097210-appb-000008
The number of available pressure sensors n is 1.95, that is, the existing implantable intraocular pressure monitoring device uses two identical pressure sensors to work together, which can improve the working life of the existing implantable intraocular pressure monitoring device to more than 10 years. Similarly, when the working life is set to 20 years, the number of available pressure sensors n is 2.70, that is, the existing implantable intraocular pressure monitoring device uses three identical pressure sensors to work together, which can improve the existing implantable intraocular pressure. The working life of the monitoring device is more than 20 years.
基于上述植入式眼压监测装置的设计思路,本公开的监测单元110包括两个以上压力传感器,即使其中一个压力传感器失效,至少还会剩下一个压力传感器能够正常工作,相应的监测单元110也就仍然有效,因此,本公开的眼压监测系统还能够有效延缓植入体内的监测单元110的失效,从而降低受监测者承受二次手术的风险,减少痛苦。Based on the design idea of the above-mentioned implantable intraocular pressure monitoring device, the monitoring unit 110 of the present disclosure includes more than two pressure sensors. Even if one of the pressure sensors fails, at least one pressure sensor can work normally. The corresponding monitoring unit 110 That is still effective. Therefore, the intraocular pressure monitoring system of the present disclosure can also effectively delay the failure of the monitoring unit 110 implanted in the body, thereby reducing the risk of the subject undergoing a second operation and reducing pain.
此外,现有技术中的植入式眼压监测装置,往往只利用一个或一种压力传感器测得的眼压数据相对单一,而患者在日常工作和生活中存在静止、运动、加减速、体温变化、体位变化等多种复杂情况,这些情况会对眼压的准确测量造成一定的影响,因此需要采用多个或多种传感器互相配合,同时采集多个或多种信号进行综合分析和判断,才能得出较为准确、可靠的眼压数据和信息。这个问题会比较突出,由此导致现有技术中的植入式眼压监测装置不能对眼压进行准确的、全面的、高效的检测。而本公开眼压监测系统则可以克服这些问题,优选实施例如下:In addition, the implantable intraocular pressure monitoring devices in the prior art often use only one or one type of pressure sensor to measure the relative IOP data, and patients have static, motion, acceleration and deceleration, and body temperature in daily work and life. There are many complicated situations such as changes in body position, these conditions will affect the accurate measurement of intraocular pressure, so it is necessary to use multiple or multiple sensors to cooperate with each other, and simultaneously collect multiple or multiple signals for comprehensive analysis and judgment. In order to obtain more accurate and reliable intraocular pressure data and information. This problem will be more prominent, so that the implantable intraocular pressure monitoring device in the prior art cannot accurately, comprehensively and efficiently detect the intraocular pressure. The disclosed intraocular pressure monitoring system can overcome these problems. The preferred embodiments are as follows:
1.1体内(眼内)部分100布置两个或两个以上的压力传感器1.1 In-vivo (intra-eye) part 100 with two or more pressure sensors
优选地,如图3所示,所述监测单元110包括并列布置的至少两个压力传感器111a和111b,即至少两个压力传感器111a和111b安装位置彼此靠近,测量方向相同。其中,每个压力传感器均可将受监测者的眼压力参数转化为相应的电信号,如图1所示,所述能源接收和供给单元140与所述信号中转单元210以线圈耦合的方式连接(优选近距离无线通讯(NFC)的方式连接),所述信号中转单元210将所述体内部分100采集的电信号传输至所述上位机处理单元220,所述上位机处理单元220利用信息融合技术对所述监测单元110采集的信号进行处理,由此可实时地获得受监测者的至少两组眼压数据。Preferably, as shown in FIG. 3, the monitoring unit 110 includes at least two pressure sensors 111 a and 111 b arranged in parallel, that is, at least two pressure sensors 111 a and 111 b are installed close to each other and have the same measurement direction. Among them, each pressure sensor can convert the eye pressure parameter of the subject into a corresponding electric signal. As shown in FIG. 1, the energy receiving and supplying unit 140 and the signal relay unit 210 are connected in a coil coupling manner. (Preferably connected by Near Field Communication (NFC)), the signal relay unit 210 transmits the electrical signals collected by the internal body part 100 to the host computer processing unit 220, and the host computer processing unit 220 uses information fusion The technology processes the signals collected by the monitoring unit 110, so that at least two sets of intraocular pressure data of the subject can be obtained in real time.
例如,当所述体内(眼内)部分100布置两个或两个以上的压力传感器,且这两个或两个以上的压力传感器测得的多组眼压数据的一致性不好时,可根据误差分析理论判断体内传感器的可靠性,出现异常时受监测者需要及时地联系医生校准体内的压力传感器,从而可修正受监测者的眼压数据,或者排除受监测者的有误眼压数据;例如,如图4所示,所述监测单元110中布置了两个以上的压力传感器111a、111b和111c,多个压力传感器检测到的眼压数据的平均值为M mmHg,如果监测单元110中任一压力传感器检测到的眼压数据n与平均值M的差值>d mmHg,其中d为预设的偏差值,优选d≥0.1,则说明此时体内的压力传感器的可靠性有待检验,受监测者需要及时地联系医生校准体内的压力传感器,从而可修正受监测者的眼压数据,或者排除受监测者的有误眼压数据;如果监测单元110中任一压力传感器检测到的眼压数据n与平均值M的差值≤d mmHg,则说明体内传感器能正常工作,眼压为压力数据的平均值;For example, when two or more pressure sensors are arranged in the internal (intraocular) part 100, and the consistency of multiple sets of intraocular pressure data measured by the two or more pressure sensors is not good, Judging the reliability of the in-vivo sensor based on the error analysis theory. In the event of an abnormality, the monitored person needs to contact the doctor in time to calibrate the pressure sensor in the body, so that the IOP data of the monitored person can be corrected, or the IOP data of the monitored person can be excluded. For example, as shown in FIG. 4, the monitoring unit 110 is provided with more than two pressure sensors 111 a, 111 b, and 111 c, and the average value of the intraocular pressure data detected by the multiple pressure sensors is M mmHg. If the monitoring unit 110 The difference between the IOP data n and the average value M detected by any of the pressure sensors is greater than or equal to dmmHg, where d is a preset deviation value, preferably d≥0.1, indicating that the reliability of the pressure sensor in the body needs to be tested at this time. , The monitored person needs to contact the doctor in time to calibrate the pressure sensor in the body, so that the intraocular pressure data of the monitored person can be corrected, or the monitored intraocular pressure data can be excluded; The difference between the intraocular pressure data n and the average value M detected by any pressure sensor in the unit 110 ≤ d mmHg indicates that the in-vivo sensor can work normally, and the intraocular pressure is the average value of the pressure data;
可见,当监测单元110包括两个以上压力传感器时,通过这两个以上压力传感器的信息融合,能够对各个压力传感器自身的可靠性和准确性进行校验,从而提高眼压监测的精度。It can be seen that when the monitoring unit 110 includes more than two pressure sensors, the reliability and accuracy of each pressure sensor can be verified by the information fusion of the two or more pressure sensors, thereby improving the accuracy of the intraocular pressure monitoring.
1.2体内部分布置两个压力传感器,体外部分布置一个测大气压的传感器1.2 Two pressure sensors are arranged inside the body and one atmospheric pressure sensor is arranged outside the body
优选地,在图3所示的监测单元110内并列地布置第一绝对压力传感器111a和第二绝对压力传感器111b,而在所述眼压监测系统的体外部分200内布置第三绝对压力传感器111c,例如将第三绝对压力传感器111c及其信号调理单元120直接安装或集成在上位机处理单元220中。因第一绝对压力传感器111a、第二绝对压力传感器111b测得的压力高于体外压力(即大气压),而第三绝对压力传感器111c测得的压力等于大气压,因此,第一绝对压力传感器111a、第二绝对压力传感器111b的输出的平均值减去第三绝对压力传感器111c的输出,即可得到受监测者的眼压值。此外,本实施方式同样可实时地获得受监测者的两组眼压数据,当这两组眼压数据的一致性不好时,可根据误差分析理论判断体内传感器的可靠性,出现异常时受监测者需要及时地联系医生校准体内的压力传感器,从而可修正受监测者的眼压数据,或者排除受监测者的有误眼压数据;例如,所述监测单元110中的两个压力传感器检测到的眼压数据的平均值为M mmHg,如果监测单元110中任一压力传感器检测到的眼压数据n与平均值M的差值>d mmHg,其中d为预设的偏差值,优选d≥0.1,则说明此时体内的压力传感器的可靠性有待检验,受监测者需要及时地联系医生校准体内的压力传感器,从而可修正受监测者的眼压数据,或者排除受监测者的有误眼压数据;如果监测单元110中任一压力传感器检测到的眼压数据n与平均值M的差值≤d mmHg,则说明体内传感器能正常工作,眼压为压力数据的平均值。Preferably, the first absolute pressure sensor 111a and the second absolute pressure sensor 111b are arranged side by side in the monitoring unit 110 shown in FIG. 3, and the third absolute pressure sensor 111c is arranged in the extracorporeal portion 200 of the intraocular pressure monitoring system. For example, the third absolute pressure sensor 111c and its signal conditioning unit 120 are directly installed or integrated in the host computer processing unit 220. Because the pressure measured by the first absolute pressure sensor 111a and the second absolute pressure sensor 111b is higher than the external pressure (ie, atmospheric pressure), and the pressure measured by the third absolute pressure sensor 111c is equal to the atmospheric pressure, therefore, the first absolute pressure sensor 111a, By subtracting the output of the third absolute pressure sensor 111c from the average value of the output of the second absolute pressure sensor 111b, the IOP value of the subject can be obtained. In addition, this embodiment can also obtain two sets of intraocular pressure data of the subject in real time. When the consistency of the two sets of intraocular pressure data is not good, the reliability of the internal sensor can be judged according to the error analysis theory. The monitor needs to contact the doctor in time to calibrate the pressure sensor in the body, so that the intraocular pressure data of the monitored person can be corrected, or the erroneous intraocular pressure data of the monitored person can be excluded; for example, two pressure sensors in the monitoring unit 110 detect The average value of the obtained IOP data is M mmHg. If the difference between the IOP data n detected by any pressure sensor in the monitoring unit 110 and the average M is greater than d mm Hg, where d is a preset deviation value, preferably d ≥0.1, it means that the reliability of the pressure sensor in the body needs to be tested at this time. The monitored person needs to contact the doctor in time to calibrate the pressure sensor in the body, so that the tonometer data of the monitored person can be corrected, or the error of the monitored person can be excluded Intraocular pressure data; if the difference between the intraocular pressure data n and the average value M detected by any pressure sensor in the monitoring unit 110 is less than or equal to d mmHg, it means that the in vivo sensor is normal Work, IOP is the average of pressure data.
1.3体内部分布置至少一个压力传感器,一个加速度传感器和一个陀螺仪传感器1.3 At least one pressure sensor, one acceleration sensor and one gyroscope sensor are arranged in the body.
又例如,如图5所示,压力传感器111a用于检测眼压,加速度传感器113a和陀螺仪传感器114a则分别用于检测受监测者身体的加速度和体位,于是,当监测单元110同时包括压力传感器111a、加速度传感器113a和陀螺仪传感器114a时,则通过上位机处理单元220对这些传感器的信息融合,可以有效检测出受监测者在各种加速度、角速度下的眼压数据,从而由医生评估受监测者的体位、运动状态等对眼压的影响,以便于在眼压异常的情况下提醒受监测者规避一些危险动作和/或不良的运动、生活习惯。在替代实施方案中,为减小监测单元110的体积和集成难度, 可以将加速度传感器113a和陀螺仪传感器114a安装在例如信号中转单元210等体外部分上。As another example, as shown in FIG. 5, the pressure sensor 111 a is used to detect the intraocular pressure, and the acceleration sensor 113 a and the gyro sensor 114 a are respectively used to detect the acceleration and the position of the subject's body. Therefore, when the monitoring unit 110 also includes a pressure sensor For 111a, acceleration sensor 113a, and gyro sensor 114a, the information fusion of these sensors can be effectively detected by the host computer processing unit 220, which can effectively detect the IOP data of the subject under various accelerations and angular velocities, so that the doctor can evaluate the impact The impact of the body position and exercise state of the monitor on the intraocular pressure is to remind the monitor to avoid some dangerous actions and / or poor exercise and living habits in the case of abnormal intraocular pressure. In an alternative embodiment, in order to reduce the volume and integration difficulty of the monitoring unit 110, the acceleration sensor 113a and the gyro sensor 114a may be mounted on an external part such as the signal relay unit 210.
优选地,所述监测单元110和所述信号中转单元210之间通过近场通讯技术(NFC)进行连接。优选地,所述信号中转单元210适于佩戴在受监测者的头部、胸部和/或四肢,例如可以采用眼镜、眼罩、帽子等形式,只要能保证其与植入眼内的监测单元110之间能够可靠地进行通讯即可,也即,二者应尽可能靠近。Preferably, the monitoring unit 110 and the signal transfer unit 210 are connected through a near field communication technology (NFC). Preferably, the signal relay unit 210 is adapted to be worn on the head, chest and / or limbs of the subject, for example, it can be in the form of glasses, goggles, hats, etc., as long as it can ensure that it is in contact with the monitoring unit 110 implanted in the eye It is sufficient to be able to communicate reliably, that is, the two should be as close as possible.
优选地,所述信号中转单元210和所述上位机处理单元220之间通过有线或无线方式进行连接。Preferably, the signal transfer unit 210 and the host computer processing unit 220 are connected in a wired or wireless manner.
优选地,如图2所示,各个传感器构成监测单元110的信号收集的各个模块,用于检测诸如压力、温度、加速度、角速度等参数,并把检测到的参数转化为相应的电信号。如图1所示,除了监测单元110,所述眼内部分还包括信号调理单元120、无线通讯单元130、和能源接收和供给单元140。其中,信号调理单元120包括滤波电路和放大电路,监测单元110将电信号传输给所述信号调理单元120进行调理,在所述信号调理单元120中依次通过滤波电路进行滤波、通过所述放大电路进行放大后,剔除信号中的高频和中频噪声,并将信号调整至无线通讯单元130的适用范围,所述无线通讯单元130便可以将信号通过无线方式(例如NFC)传输给所述体外部分的信号中转单元210。Preferably, as shown in FIG. 2, each sensor constitutes each module of the signal collection of the monitoring unit 110, and is used to detect parameters such as pressure, temperature, acceleration, and angular velocity, and convert the detected parameters into corresponding electrical signals. As shown in FIG. 1, in addition to the monitoring unit 110, the intraocular portion further includes a signal conditioning unit 120, a wireless communication unit 130, and an energy receiving and supplying unit 140. The signal conditioning unit 120 includes a filter circuit and an amplification circuit. The monitoring unit 110 transmits an electric signal to the signal conditioning unit 120 for conditioning. The signal conditioning unit 120 performs filtering through a filter circuit in turn and passes through the amplification circuit. After the amplification, the high-frequency and intermediate-frequency noise in the signal is eliminated, and the signal is adjusted to the applicable range of the wireless communication unit 130. The wireless communication unit 130 can transmit the signal to the external part by wireless means (such as NFC).的 信号 转 槽 210。 The signal relay unit 210.
优选地,如图6所示,所述信号中转单元210包括电源模块211、电源管理模块212、信号接收模块213和信号传输模块214。这些模块可集成于一块电路板上。其中,所述信号接收模块213用于接收无线通讯单元130发送的信号,并将接收到的信号传输至所述信号传输模块214,优选以SPI或I 2C的方式进行传输。所述信号传输模块214收到信号后,优选通过BLE、WiFi、ZigBee、3G、4G中的一种通信方式与所述上位机处理单元220进行通信,以将信号无线发送给所述上位机处理单元220。替代地,信号传输模块214可替换为有线传输模块,从而以有线通信的方式与上位机处理单元220进行通信。 Preferably, as shown in FIG. 6, the signal relay unit 210 includes a power module 211, a power management module 212, a signal receiving module 213, and a signal transmission module 214. These modules can be integrated on one circuit board. The signal receiving module 213 is configured to receive a signal sent by the wireless communication unit 130 and transmit the received signal to the signal transmitting module 214, preferably in a SPI or I 2 C manner. After the signal transmission module 214 receives the signal, it preferably communicates with the host computer processing unit 220 through one of the communication methods of BLE, WiFi, ZigBee, 3G, and 4G to wirelessly send the signal to the host computer for processing Unit 220. Alternatively, the signal transmission module 214 may be replaced with a wired transmission module, so as to communicate with the host computer processing unit 220 in a wired communication manner.
所述信号中转单元210由所述电源模块211供电,所述电源模块211可优选为3.7V锂电池,而不同模块所需的不同电压则由电源管理模块212提供。The signal transfer unit 210 is powered by the power module 211. The power module 211 may be a 3.7V lithium battery, and different voltages required by different modules are provided by the power management module 212.
优选地,所述监测单元110由所述信号中转单元210供电。具体地,所述能源接收和供给单元140具有第一耦合线圈,所述NFC信号接收模块具有第二耦合线圈,所述第一耦合线圈与所述第二耦合线圈耦合后,所述信号接收模块213即可向所述能源接收和供给单元140发射高频电磁波,所述能源接收和供给单元140接收到所述高频电磁波,便可将所述高频电磁波的能量转换为直流电,从而为所述监测单元110中的各个模块供电。Preferably, the monitoring unit 110 is powered by the signal relay unit 210. Specifically, the energy receiving and supplying unit 140 has a first coupling coil, and the NFC signal receiving module has a second coupling coil. After the first coupling coil is coupled with the second coupling coil, the signal receiving module 213 can transmit high-frequency electromagnetic waves to the energy receiving and supplying unit 140. When the energy receiving and supplying unit 140 receives the high-frequency electromagnetic waves, the energy of the high-frequency electromagnetic waves can be converted into direct current, so that Each module in the monitoring unit 110 is powered.
优选地,所述上位机处理单元220可以是便于受监测者携带的便携式移动终端,例如可以是智能手机等通用的通讯终端,或是其他专用设备如电脑、记录仪等。Preferably, the host computer processing unit 220 may be a portable mobile terminal that is convenient for the monitored person to carry, for example, it may be a general-purpose communication terminal such as a smart phone, or other special equipment such as a computer, a recorder, and the like.
优选地,如图1所示,本公开的眼压监测系统还包括云端处理单元230,所述上位机处理单元220能够与所述云端处理单元230进行通讯,以将分析处理后的数据和/或未经处理的数据传输至所述云端处理单元230,所述云端处理单元230能够利用信息融合技术对接收到的数据进行再分析,并将分析结果反馈至所述上位机处理单元220。于是,上位机处理单元220接收到所述云端处理单元230的反馈信息后,便可以根据反馈信息的内容为受监测者提供及时、有效的信息指导。例如,所述云端处理单元230可以在云端计算出受监测者的眼睛状态,从而可以通过数据提醒受监测者调整、控制用眼习惯。Preferably, as shown in FIG. 1, the intraocular pressure monitoring system of the present disclosure further includes a cloud processing unit 230, and the host computer processing unit 220 can communicate with the cloud processing unit 230 to analyze and process the data and / Or the unprocessed data is transmitted to the cloud processing unit 230, and the cloud processing unit 230 can reanalyze the received data by using information fusion technology, and feed back the analysis result to the host computer processing unit 220. Therefore, after receiving the feedback information from the cloud processing unit 230, the host computer processing unit 220 can provide the monitored person with timely and effective information guidance according to the content of the feedback information. For example, the cloud processing unit 230 can calculate the eye state of the monitored person in the cloud, so that the monitored person can be reminded to adjust and control the eye habits through data.
也即,当本公开的眼压监测系统包括云端处理单元230时,对于多传感器检测数据的融合处理和分析工作既可以由上位机处理单元220完成,也可以由云端处理单元230完成,还可以由上位机处理单元220和云端处理单元230共同完成(即二者各完成一部分数据处理工作)。That is, when the intraocular pressure monitoring system of the present disclosure includes a cloud processing unit 230, the fusion processing and analysis of multi-sensor detection data may be completed by the host computer processing unit 220 or the cloud processing unit 230. The upper computer processing unit 220 and the cloud processing unit 230 jointly complete (that is, both of them complete a part of data processing work).
优选地,所述上位机处理单元220上设置具有BLE接收功能的APP软件,并且具有多传感器信息融合功能和网络层通信功能,受监测者可以通过APP软件控制监测单元110采集相应的信号,并选择是否将数据打包上传至云端处理单元230,云端处理单元230计算得到相应的数据后,受监测者还可根据APP软件的选项选择是否将数据上传共享。Preferably, the upper computer processing unit 220 is provided with APP software having a BLE receiving function, and has a multi-sensor information fusion function and a network layer communication function. The monitored person can control the monitoring unit 110 to collect corresponding signals through the APP software, and Choose whether to upload and upload the data to the cloud processing unit 230. After the cloud processing unit 230 calculates the corresponding data, the monitored person can also choose whether to upload and share the data according to the options of the APP software.
优选地,如图5所示,所述体内部分的监测单元110包括一个压力传感器111a、一个加速度传感器113a和一个陀螺仪传感器114a,其中,压力传感器111a可将受监测者的眼压参数转化为相应的电信号,加速度传感器113a可将受监测者身体的加速度参数转化为相应的电信号,陀螺仪传感器114a可将受监测者的角速度参数转化为相应的电信号。所述能源接收和供给单元140与所述信号中转单元210以线圈耦合的方式连接(优选近距离无线通讯(NFC)的方式连接),所述信号中转单元210将所述监测单元110采集的电信号传输至所述上位机处理单元220,所述上位机处理单元220利用信息融合技术对所述监测单元110采集的信号进行处理,由此可实时地获得各种加速度、角速度下的眼压,即受监测者的体位、运动状态等信息对眼压变化的影响。特别地,当受监测者的体位、运动状态对眼 压波动产生较大影响时,例如,受监测者在0.1~60s(优选1s)的时间段内,加速度为0.1~100m/s 2(优选2m/s 2)、角速度为±0.1~1000°/s(优选100°/s)时,眼压波动范围大于0.1~50mmHg(优选3mmHg),则可能会严重损害视神经,诱发和/或加重青光眼病情,于是,上位机处理单元220可及时发出提示信号,从而由医生评估受监测者的体位、运动状态等对眼压的影响,提醒受监测者规避一些导致眼压波动范围飙升的危险动作和不良生活习惯。也即,本公开的眼压监测系统不仅能准确监测受监测者的眼压波动情况,而且还能区分出造成眼压波动的一部分原因,从而及时提醒受监测者规避某些危险动作和不良生活习惯。 Preferably, as shown in FIG. 5, the internal body monitoring unit 110 includes a pressure sensor 111a, an acceleration sensor 113a, and a gyro sensor 114a, wherein the pressure sensor 111a can convert the IOP parameter of the subject into Corresponding to the electrical signal, the acceleration sensor 113a can convert the acceleration parameter of the subject's body into a corresponding electric signal, and the gyro sensor 114a can convert the angular velocity parameter of the subject into a corresponding electric signal. The energy receiving and supplying unit 140 and the signal relay unit 210 are connected in a coil coupling manner (preferably in a near field wireless communication (NFC) manner), and the signal relay unit 210 connects the power collected by the monitoring unit 110 The signal is transmitted to the host computer processing unit 220. The host computer processing unit 220 uses information fusion technology to process the signals collected by the monitoring unit 110, so that the intraocular pressure under various accelerations and angular velocities can be obtained in real time. That is, the influence of the information such as the body position and exercise state of the subject on the change of intraocular pressure. In particular, when the body position and exercise state of the monitored person have a large impact on the intraocular pressure fluctuation, for example, the monitored person has an acceleration of 0.1 to 100 m / s 2 (preferably within a time period of 0.1 to 60 s (preferably 1 s)) 2m / s 2 ) and an angular velocity of ± 0.1 to 1000 ° / s (preferably 100 ° / s), when the intraocular pressure fluctuation range is greater than 0.1 to 50mmHg (preferably 3mmHg), the optic nerve may be seriously damaged, and glaucoma may be induced and / or aggravated The condition, therefore, the upper computer processing unit 220 can promptly send out a prompt signal, so that the doctor can evaluate the impact of the body position and exercise state of the monitored person on the intraocular pressure, and remind the monitored person to avoid some dangerous actions that cause the intraocular pressure fluctuation range to soar. Bad habits. That is, the intraocular pressure monitoring system of the present disclosure can not only accurately monitor the intraocular pressure fluctuations of the monitored person, but also distinguish a part of the causes of the intraocular pressure fluctuations, thereby promptly reminding the monitored person to avoid certain dangerous actions and bad lives. habit.
1.4体内部分布置三个彼此垂直的压力传感器1.4 Three pressure sensors arranged perpendicular to each other in the body
优选地,可将监测单元110植入受检测者的前房内,如图7所示,所述监测单元110包括三个压力传感器111a、111b和111c,三个压力传感器分别布置在监测单元110的三个彼此垂直的侧面上,也即,三个压力传感器的测量方向彼此垂直,分别朝向空间坐标系的三个方向。其中,三个压力传感器111a、111b和111c中的每一个均可测量受监测者的一个方向的眼压参数,并将其转化为相应的电信号,所述监测单元110与所述信号中转单元210以线圈耦合的方式连接(优选近距离无线通讯(NFC)的方式连接),所述信号中转单元210将所述监测单元110采集的电信号传输至上位机处理单元220,所述上位机处理单元220利用信息融合技术对所述监测单元110采集的信号进行处理,由此可实时地获得受监测者的三个方向上的眼压数据,并且可基于三个方向上的眼压数据实时监测三个方向上的眼压动态变化,从而评估动态眼压对青光眼的影响。例如,某一时刻空间三个方向的眼压数据分别为G mmHg、H mmHg和L mmHg,且G>H>L,则表明受监测者此时处于运动状态,同时可评估受监测者的眼压波动情况。Preferably, the monitoring unit 110 may be implanted in the front room of the subject, as shown in FIG. 7, the monitoring unit 110 includes three pressure sensors 111 a, 111 b, and 111 c, and the three pressure sensors are respectively arranged in the monitoring unit 110. The three mutually perpendicular sides, that is, the measurement directions of the three pressure sensors are perpendicular to each other, and respectively face the three directions of the spatial coordinate system. Among them, each of the three pressure sensors 111a, 111b, and 111c can measure the IOP parameter of the subject in one direction and convert it into a corresponding electric signal. The monitoring unit 110 and the signal relay unit 210 is connected in a coil coupling manner (preferably in a near field wireless communication (NFC) manner), and the signal relay unit 210 transmits the electrical signal collected by the monitoring unit 110 to a host computer processing unit 220, which processes the The unit 220 uses information fusion technology to process the signals collected by the monitoring unit 110, thereby obtaining real-time IOP data in three directions of the subject, and real-time monitoring based on the IOP data in three directions Dynamic changes in IOP in three directions to assess the impact of dynamic IOP on glaucoma. For example, the IOP data in three directions at a time in space are GmmHg, HmmHg, and LmmHg, and G> H> L, which indicates that the subject is in motion at this time, and the eye of the subject can be evaluated at the same time Pressure fluctuations.
具体地,由于受监测者的实际眼压为静止时的眼压与运动带来的动压之和,因此,本实施方式中,当受监测者静止、且各个压力传感器均正常时,空间三个方向的眼压数据应满足G=H=L,在这种情况下,如果符合以下三种条件中的任一种情况时即可诊断为眼压异常:Specifically, since the actual intraocular pressure of the subject is the sum of the intraocular pressure at rest and the dynamic pressure brought about by the movement, in this embodiment, when the subject is stationary and each pressure sensor is normal, the space III The IOP data in each direction should satisfy G = H = L. In this case, if any one of the following three conditions is met, the IOP abnormality can be diagnosed:
(1)眼压超过a毫米汞柱,(1) IOP exceeds a millimeter of mercury,
(2)双眼压差值大于b毫米汞柱,(2) the difference in binocular pressure is greater than b mm Hg,
(3)t1小时眼压差值超过c毫米汞柱;(3) t1 hour intraocular pressure difference value exceeds c mm Hg;
其中,t1=1~100,a=3~80,b=3~10,c=3~30。Among them, t1 = 1 to 100, a = 3 to 80, b = 3 to 10, and c = 3 to 30.
而当受监测者运动时,则可能出现空间三个方向的眼压数据不相等的情况,即G≠H≠L,这样带来的眼压波动同样可能会压迫视神经而诱发或加重青光眼,在这种情况下,如果在第一预定时间t1内空间三个方向的眼压数据中的任一个的波动范围达到或超过第一预设量a,则均可以认为眼压异常;而当受监测者静止时,如果出现空间三个方向的眼压数据不相等的情况,即G≠H≠L,则说明有压力传感器失效,受监测者需联系医生重新标定体内的压力传感器。可见,本公开的眼压监测系统不仅能准确监测受监测者的眼压波动情况,而且还能区分出造成眼压波动的一部分原因,从而及时提醒受监测者规避某些危险动作和不良生活习惯。When the subject moves, the IOP data in the three spatial directions may not be equal, that is, G ≠ H ≠ L. The IOP fluctuation caused by this may also compress the optic nerve and induce or aggravate glaucoma. In this case, if the fluctuation range of any of the intraocular pressure data in the three directions in the space within the first predetermined time t1 reaches or exceeds the first preset amount a, the intraocular pressure may be considered abnormal; and when monitored When the patient is at rest, if the IOP data in the three directions of the space are not equal, that is, G ≠ H ≠ L, it means that the pressure sensor has failed, and the monitored person must contact the doctor to recalibrate the pressure sensor in the body. It can be seen that the disclosed intraocular pressure monitoring system can not only accurately monitor the intraocular pressure fluctuations of the monitored person, but also distinguish a part of the causes of the intraocular pressure fluctuations, thereby promptly reminding the monitored person to avoid certain dangerous actions and bad living habits. .
本实施方式中,所述上位机处理单元220发出提示信号时,优选地,还可以同时给出空间三个方向的眼压数据之间的关系的信息,受监测者则可以根据该信息并结合自身是否处于运动状态来做出判断,从而区分出眼压异常或压力传感器失效。In this embodiment, when the host computer processing unit 220 issues a prompt signal, preferably, information about the relationship between the intraocular pressure data in three directions in space can also be given at the same time. Make a judgment on whether you are in a motion state, so as to distinguish between abnormal intraocular pressure or failure of the pressure sensor.
1.5体内部分布置一个压力传感器和一个温度传感器1.5 A pressure sensor and a temperature sensor are arranged inside the body
例如,如图8所示,压力传感器111a用于检测眼压,温度传感器112a用于检测体内温度,于是,当监测单元110同时包括压力传感器111a和温度传感器112a时,通过上位机处理单元220对这些传感器的信息融合,一方面可以有效监测受监测者的体内温度变化对眼压的影响,例如,受监测者发烧时候的情况;另一方面还能够修正压力传感器111a的温度漂移,从而提高监测精度。For example, as shown in FIG. 8, the pressure sensor 111 a is used to detect intraocular pressure, and the temperature sensor 112 a is used to detect internal temperature. Therefore, when the monitoring unit 110 includes both the pressure sensor 111 a and the temperature sensor 112 a, the host computer processing unit 220 pairs The information fusion of these sensors can effectively monitor the impact of the changes in the body temperature of the subject on the intraocular pressure, for example, when the subject has a fever; on the other hand, it can also correct the temperature drift of the pressure sensor 111a, thereby improving the monitoring Precision.
所述体内部分的监测单元110包括一个压力传感器111a和一个温度传感器112a,其中,所述压力传感器111a可将受监测者的眼压参数转化为相应的电信号,所述温度传感器112a可将受监测者体内的温度参数转化为相应的电信号,所述能源接收和供给单元140与所述信号中转单元210以线圈耦合的方式连接(优选近距离无线通讯(NFC)的方式连接),所述信号中转单元210将所述监测单元110采集的电信号传输至所述上位机处理单元220,所述上位机处理单元220利用信息融合技术对所述监测单元110采集的信号进行处理,由此可实时地获得受监测者的眼压和体内温度。在体内的压力传感器111a随体内温度变化而产生温度漂移的误差时,上位机处理单元220可通过温度传感器112a测得的体内温度,对体内的压力传感器111a随体内温度变化而产生温度漂移进行修正,例如,压力传感器111a的温度漂移为A mmHg/℃,体内温度上升B℃,而此时压力传感器111a的显示的压力值为C mmHg,则压力传感器111a测得的压力值的修正值为(C-AB)mmHg。在对压力传感器111a测得的压力值修正后再判断眼压是 否异常,使得本公开的眼压监测系统的监测精度得以提高。The internal body monitoring unit 110 includes a pressure sensor 111a and a temperature sensor 112a, wherein the pressure sensor 111a can convert an eye pressure parameter of a subject into a corresponding electric signal, and the temperature sensor 112a can convert the subject's The temperature parameter in the body of the monitor is converted into a corresponding electric signal, and the energy receiving and supplying unit 140 and the signal relay unit 210 are connected in a coil coupling manner (preferably connected in a near field communication (NFC) manner). The signal transfer unit 210 transmits the electrical signals collected by the monitoring unit 110 to the host computer processing unit 220. The host computer processing unit 220 uses information fusion technology to process the signals collected by the monitoring unit 110, so that it can The intraocular pressure and body temperature of the subject are obtained in real time. When the internal pressure sensor 111a generates a temperature drift error as the internal temperature changes, the host computer processing unit 220 can correct the temperature drift generated by the internal pressure sensor 111a as the internal temperature changes through the internal temperature measured by the temperature sensor 112a. For example, if the temperature drift of the pressure sensor 111a is A mmHg / ° C and the internal temperature rises by B ° C, and the pressure value displayed by the pressure sensor 111a is C mmHg, the correction value of the pressure value measured by the pressure sensor 111a is ( C-AB) mmHg. After the pressure value measured by the pressure sensor 111a is corrected, it is determined whether the intraocular pressure is abnormal, so that the monitoring accuracy of the intraocular pressure monitoring system of the present disclosure can be improved.
1.6体内部分布置六个压力传感器1.6 Six pressure sensors are arranged inside the body
优选地,如图9所示,所述监测单元110包括六个压力传感器111a、111b、111c、111d、111e和111f,六个压力传感器两两为一组分别布置在监测单元110的三个彼此垂直的侧面上,也即,第一组压力传感器111a和111b并列地布置在监测单元110的第一侧面上,第二组压力传感器111c和111d并列地布置在监测单元110的第二侧面上,第三组压力传感器111e和111f并列地布置在监测单元110的第三侧面上,这三个侧面的法向分别朝向空间坐标系的三个方向,三组压力传感器的测量方向也就彼此垂直,分别朝向空间坐标系的三个方向。其中,六个压力传感器111a、111b、111c、111d、111e和111f中的每一个均可测量受监测者的一个方向的眼压参数,并将其转化为相应的电信号,所述监测单元110与所述信号中转单元210以线圈耦合的方式连接(优选近距离无线通讯(NFC)的方式连接),所述信号中转单元210将所述监测单元110采集的电信号传输至上位机处理单元220,所述上位机处理单元220利用信息融合技术对所述监测单元110采集的信号进行处理,由此可实时监测三个方向上的眼压动态变化,从而评估动态眼压对青光眼的影响,同时可评估受监测者的眼压波动情况。Preferably, as shown in FIG. 9, the monitoring unit 110 includes six pressure sensors 111 a, 111 b, 111 c, 111 d, 111 e, and 111 f, and the six pressure sensors are arranged in groups of three on the monitoring unit 110. On the vertical side, that is, the first group of pressure sensors 111a and 111b are arranged side by side on the first side of the monitoring unit 110, and the second group of pressure sensors 111c and 111d are arranged side by side on the second side of the monitoring unit 110, The third group of pressure sensors 111e and 111f are arranged side by side on the third side of the monitoring unit 110. The normal directions of these three sides respectively face the three directions of the spatial coordinate system, and the measurement directions of the three groups of pressure sensors are perpendicular to each other. To the three directions of the spatial coordinate system. Among them, each of the six pressure sensors 111a, 111b, 111c, 111d, 111e, and 111f can measure the IOP parameter of the subject in one direction and convert it into a corresponding electric signal. The monitoring unit 110 It is connected with the signal relay unit 210 in a coil coupling manner (preferably in the manner of near field communication (NFC)), and the signal relay unit 210 transmits the electrical signal collected by the monitoring unit 110 to the host computer processing unit 220 The host computer processing unit 220 uses information fusion technology to process the signals collected by the monitoring unit 110, so that the dynamic changes of intraocular pressure in three directions can be monitored in real time, so as to evaluate the impact of dynamic intraocular pressure on glaucoma. The IOP of the subject can be assessed.
替代地,六个压力传感器111a、111b、111c、111d、111e和111f可以分别布置在监测单元110的六个不同的侧面上,这六个不同的侧面的法向分别朝向空间坐标系的三个坐标轴的正方向和负方向,因此,六个压力传感器的测量方向也分别朝向空间坐标系的三个坐标轴的正方向和负方向,由此所述监测单元110可以获得六个方向上的眼压值,同样可以评估动态眼压对青光眼的影响,同时可评估受监测者的眼压波动情况。Alternatively, the six pressure sensors 111a, 111b, 111c, 111d, 111e, and 111f may be respectively arranged on six different sides of the monitoring unit 110, and the normal directions of the six different sides respectively face three of the spatial coordinate system. The positive and negative directions of the coordinate axes, therefore, the measurement directions of the six pressure sensors also face the positive and negative directions of the three coordinate axes of the spatial coordinate system, respectively, so that the monitoring unit 110 can obtain the The intraocular pressure value can also evaluate the impact of dynamic intraocular pressure on glaucoma, and it can also evaluate the intraocular pressure fluctuations of the subject.
具体地,由于受监测者的实际眼压为静止时的眼压与运动带来的动压之和,因此,上述两个实施方式中,例如,某一时刻六个压力传感器111a、111b、111c、111d、111e和111f测得的眼压数据分别为a1mmHg、a2mmHg、b1mmHg、b2mmHg、c1mmHg和c2mmHg,当受监测者静止、且各个压力传感器均正常时,六个压力传感器测得的眼压数据应满足a1=a2=b1=b2=c1=c2,在这种情况下,如果在符合以下三种条件中的任一种情况时即可诊断为眼压异常:Specifically, since the actual intraocular pressure of the subject is the sum of the intraocular pressure at rest and the dynamic pressure brought by the movement, in the above two embodiments, for example, six pressure sensors 111a, 111b, and 111c at a certain time The IOP data measured by 111d, 111d, 111e, and 111f are a1mmHg, a2mmHg, b1mmHg, b2mmHg, c1mmHg, and c2mmHg, respectively. When the subject is stationary and each pressure sensor is normal, the IOP data measured by the six pressure sensors It should satisfy a1 = a2 = b1 = b2 = c1 = c2. In this case, if any one of the following three conditions is met, the intraocular pressure abnormality can be diagnosed:
(1)眼压超过a毫米汞柱,(1) IOP exceeds a millimeter of mercury,
(2)双眼压差值大于b毫米汞柱,(2) the difference in binocular pressure is greater than b mm Hg,
(3)t1小时眼压差值超过c毫米汞柱;(3) t1 hour intraocular pressure difference value exceeds c mm Hg;
其中,t1=1~100,a=3~80,b=3~10,c=3~30。Among them, t1 = 1 to 100, a = 3 to 80, b = 3 to 10, and c = 3 to 30.
如果a1=a2>b1=b2>c1=c2,则表明受监测者此时处于运动状态,眼压随运动情况而出现波动,这种波动同样会压迫视神经而诱发或加重青光眼,在这种情况下,如果在符合以下三种条件中的任一种情况时即可诊断为眼压异常:If a1 = a2> b1 = b2> c1 = c2, it means that the subject is in motion at this time, and the intraocular pressure fluctuates with the movement. This fluctuation will also compress the optic nerve and induce or aggravate glaucoma. , If you meet any of the following three conditions can be diagnosed as abnormal intraocular pressure:
(1)眼压超过a毫米汞柱,(1) IOP exceeds a millimeter of mercury,
(2)双眼压差值大于b毫米汞柱,(2) the difference in binocular pressure is greater than b mm Hg,
(3)t1小时眼压差值超过c毫米汞柱;(3) t1 hour intraocular pressure difference value exceeds c mm Hg;
其中,t1=1~100,a=3~80,b=3~10,c=3~30。Among them, t1 = 1 to 100, a = 3 to 80, b = 3 to 10, and c = 3 to 30.
当空间同一方向的两个压力传感器测得的两组眼压数据的一致性不好时,例如,某一受监测者静止时,第一组压力传感器111a和111b测得的两组眼压数据分别为a1mmHg和a2mmHg,且a1>a2,则说明此时第一组压力传感器111a和111b的一致性出现问题,二者中至少一个的可靠性有待检验,受监测者需要及时地联系医生校准体内的压力传感器,即可修正受监测者的眼压数据,或者排除受监测者的有误眼压数据,由此可进一步提高眼压监测系统的可靠性和精度。可见,本公开的眼压监测系统不仅能准确监测受监测者的眼压波动情况,而且还能区分出造成眼压波动的一部分原因,从而及时提醒受监测者规避某些危险动作和不良生活习惯。When the consistency of the two sets of intraocular pressure data measured by two pressure sensors in the same direction in space is not good, for example, when a certain subject is at rest, the two sets of intraocular pressure data measured by the first pressure sensors 111a and 111b A1mmHg and a2mmHg, and a1> a2, it means that there is a problem with the consistency of the first group of pressure sensors 111a and 111b at this time. The reliability of at least one of the two needs to be tested. The pressure sensor can correct the intraocular pressure data of the subject, or exclude the wrong intraocular pressure data of the subject, thereby further improving the reliability and accuracy of the intraocular pressure monitoring system. It can be seen that the disclosed intraocular pressure monitoring system can not only accurately monitor the intraocular pressure fluctuations of the monitored person, but also distinguish a part of the causes of the intraocular pressure fluctuations, thereby promptly reminding the monitored person to avoid certain dangerous actions and bad living habits. .
1.7体内部分布置三个压力传感器,一个加速度传感器和一个陀螺仪传感器1.7 Three pressure sensors, one acceleration sensor and one gyroscope sensor are arranged inside the body
优选地,如图10所示,所述监测单元110包括三个压力传感器111a、111b和111c,三个压力传感器分别布置在监测单元110的三个彼此垂直的侧面上,也即,三个压力传感器的测量方向彼此垂直,分别朝向空间坐标系的三个方向;同时,所述监测单元110还包括一个加速度传感器113a和一个陀螺仪传感器114a,其中,所述加速度传感器113a和陀螺仪传感器114a布置在前述的三个侧面之一上,例如与压力传感器111a布置在同一个侧面上。各个压力传感器111a、111b和111c可将受监测者的眼压参数转化为相应的电信号,加速度传感器113a可将受监测者身体的加速度参数转化为相应的电信号,陀螺仪传感器114a可将受监测者的角速度参数转化为相应的电信号。所述监测单元110与所述信号中转单元210以线圈耦合的方式连接(优选近距离无线通讯(NFC)的方式连接),所述信号中转单元210将所述监测单元110采集的电信号传输至所述上位机处理单元220,所述上位机处理单元220利用信息 融合技术对所述监测单元110采集的信号进行处理,由此可实时地获得各种加速度、角速度下的眼压,即受监测者的体位、运动状态等信息对眼压变化的影响。可见,本公开的眼压监测系统不仅能准确监测受监测者的眼压波动情况,而且还能区分出造成眼压波动的一部分原因,从而及时提醒受监测者规避某些危险动作和不良生活习惯。Preferably, as shown in FIG. 10, the monitoring unit 110 includes three pressure sensors 111a, 111b, and 111c, and the three pressure sensors are respectively arranged on three mutually perpendicular sides of the monitoring unit 110, that is, three pressures. The measurement directions of the sensors are perpendicular to each other, and respectively face the three directions of the spatial coordinate system; at the same time, the monitoring unit 110 further includes an acceleration sensor 113a and a gyro sensor 114a, wherein the acceleration sensor 113a and the gyro sensor 114a are arranged On one of the aforementioned three sides, for example, it is arranged on the same side as the pressure sensor 111a. Each pressure sensor 111a, 111b, and 111c can convert the IOP parameters of the monitored person into corresponding electric signals, the acceleration sensor 113a can convert the acceleration parameters of the monitored person's body into corresponding electric signals, and the gyro sensor 114a can convert the subject's The monitor's angular velocity parameters are converted into corresponding electrical signals. The monitoring unit 110 and the signal relay unit 210 are connected in a coil coupling manner (preferably in a near field wireless communication (NFC) manner), and the signal relay unit 210 transmits the electrical signals collected by the monitoring unit 110 to The host computer processing unit 220 uses the information fusion technology to process the signals collected by the monitoring unit 110, so that the intraocular pressure at various accelerations and angular velocities can be obtained in real time, that is, to be monitored The influence of the person's position and exercise status on the changes of intraocular pressure. It can be seen that the disclosed intraocular pressure monitoring system can not only accurately monitor the intraocular pressure fluctuations of the monitored person, but also distinguish a part of the causes of the intraocular pressure fluctuations, thereby promptly reminding the monitored person to avoid certain dangerous actions and bad living habits. .
1.8体内部分布置一个压力传感器,一个心率传感器和一个血糖传感器1.8 A pressure sensor, a heart rate sensor and a blood glucose sensor are arranged in the body part
优选地,如图11所示,所述监测单元110包括一个压力传感器111a,一个心率传感器116a和一个血糖传感器117a。其中,压力传感器111a可将受监测者的眼压参数转化为相应的电信号,心率传感器116a可将受监测者身体的心率参数转化为相应的电信号,血糖传感器117a可将受监测者的血糖参数转化为相应的电信号。所述监测单元110与所述信号中转单元210以线圈耦合的方式连接(优选近距离无线通讯(NFC)的方式连接),所述信号中转单元210将所述监测单元110采集的电信号传输至所述上位机处理单元220,所述上位机处理单元220利用信息融合技术对所述监测单元110采集的信号进行处理,由此可实时地获得各种心率、血糖下的眼压,即受监测者的体位、运动状态等信息对眼压变化的影响。可见,本公开的眼压监测系统不仅能准确监测受监测者的眼压波动情况,而且还能区分出造成眼压波动的一部分原因,从而及时提醒受监测者规避某些危险动作和不良生活习惯。Preferably, as shown in FIG. 11, the monitoring unit 110 includes a pressure sensor 111a, a heart rate sensor 116a, and a blood glucose sensor 117a. Among them, the pressure sensor 111a can convert the IOP parameters of the subject into corresponding electrical signals, the heart rate sensor 116a can convert the heart rate parameters of the subject's body into corresponding electrical signals, and the blood glucose sensor 117a can convert the subject's blood glucose The parameters are converted into corresponding electrical signals. The monitoring unit 110 and the signal relay unit 210 are connected in a coil coupling manner (preferably in a near field wireless communication (NFC) manner), and the signal relay unit 210 transmits the electrical signals collected by the monitoring unit 110 to The host computer processing unit 220 uses the information fusion technology to process the signals collected by the monitoring unit 110, so that various heart rates and intraocular pressure under blood glucose can be obtained in real time, that is, monitored The influence of the person's position and exercise status on the changes of intraocular pressure. It can be seen that the disclosed intraocular pressure monitoring system can not only accurately monitor the intraocular pressure fluctuations of the monitored person, but also distinguish a part of the causes of the intraocular pressure fluctuations, thereby promptly reminding the monitored person to avoid certain dangerous actions and bad living habits. .
2.多个和多种引流管(或引流钉)的搭配方式2.Multiple and multiple drainage tubes (or drainage pins)
本公开的眼压监测系统中,引流管(或引流钉)的种类和数量可以根据需要进行搭配,以获得不同的监测效果,实施例如下:In the intraocular pressure monitoring system of the present disclosure, the type and number of drainage tubes (or drainage nails) can be matched as required to obtain different monitoring effects. The implementation examples are as follows:
2.1实时监测眼压和颅内压的监测系统2.1 Monitoring system for real-time monitoring of intraocular pressure and intracranial pressure
王宁利课题组通过前瞻性研究首次发现正常眼压青光眼患者颅内压偏低,高眼压症患者颅内压偏高。随后在临床对照研究、动物模型研究及自然人群的验证研究中证实筛板前后的眼内压与颅内压之间压力差增大,导致了青光眼视神经损害。然而,现有技术中的监测系统无法同时监测眼压和颅内压,因此,本公开提供了一种可以实时监测眼压和颅内压的监测系统。In a prospective study, Wang Ningli's group found that for the first time, intracranial pressure was low in patients with normal intraocular pressure glaucoma and high in patients with ocular hypertension. Subsequently, in clinically controlled studies, animal model studies, and validation studies in natural populations, it was confirmed that the pressure difference between intraocular pressure and intracranial pressure before and after the sieve plate increased, leading to optic nerve damage in glaucoma. However, the monitoring systems in the prior art cannot simultaneously monitor intraocular pressure and intracranial pressure. Therefore, the present disclosure provides a monitoring system that can monitor intraocular pressure and intracranial pressure in real time.
所述系统如图1所示,包括体内部分100和体外部分200,其中体内部分100包括监测单元110、信号调理单元120、无线通讯单元130和能源接收和供给单元140,体外部分包括信号中转单元210、上位机处理单元220、云端处理单元230。所述监测单元110如图12所示,可植入受监测者(例如青光眼患者)的体内,其中眼压监测模块111和颅内压监测模块115分别通过引流管(或引流钉)150插入眼球内(优选前房)、引流管(或引流钉)152插入颅腔内(优选脑室),从而可分别检测受监测者的眼压和颅内压。并将检测数据通过信号调理单元120处理,之后由无线通讯单元130发送给所述信号中转单元210。其中,所述监测单元110包括至少一个眼压监测模块111和一个颅内压监测模块115,所述眼压监测模块111包括至少一个压力传感器111a;和/或,所述颅内压监测模块115包括至少一个压力传感器115a;所述信号中转单元210用于将来自所述监测单元110的数据发送给所述上位机处理单元220;所述上位机处理单元220用于利用信息融合技术对接收到的不同传感器的检测数据进行分析处理,并在处理结果表明眼压或/和颅内压异常时发出提示信号。The system is shown in FIG. 1 and includes an internal part 100 and an external part 200. The internal part 100 includes a monitoring unit 110, a signal conditioning unit 120, a wireless communication unit 130, and an energy receiving and supplying unit 140. The external part includes a signal relay unit. 210. Host computer processing unit 220 and cloud processing unit 230. As shown in FIG. 12, the monitoring unit 110 can be implanted in a subject (such as a glaucoma patient). The intraocular pressure monitoring module 111 and the intracranial pressure monitoring module 115 are respectively inserted into the eyeball through a drainage tube (or drainage pin) 150. The internal (preferably anterior chamber) and drainage tube (or drainage pin) 152 are inserted into the cranial cavity (preferably the ventricle), so that the intraocular pressure and intracranial pressure of the subject can be detected separately. The detection data is processed by the signal conditioning unit 120, and then sent by the wireless communication unit 130 to the signal relay unit 210. Wherein, the monitoring unit 110 includes at least one intraocular pressure monitoring module 111 and an intracranial pressure monitoring module 115, and the intraocular pressure monitoring module 111 includes at least one pressure sensor 111a; and / or, the intracranial pressure monitoring module 115 Including at least one pressure sensor 115a; the signal transfer unit 210 is configured to send data from the monitoring unit 110 to the host computer processing unit 220; the host computer processing unit 220 is configured to use information fusion technology to The detection data of different sensors are analyzed and processed, and a warning signal is issued when the processing results indicate abnormal intraocular pressure or / and intracranial pressure.
本公开的眼压或/和颅内压监测系统能够通过监测单元110准确地检测出受监测者的眼压或/和颅内压数据,并由上位机处理单元220对多个传感器的信息进行融合处理和分析,从而可提高眼压或/和颅内压监测的可靠性和测量精度,并能在检测数据表明眼压或/和颅内压异常的情况下,及时地发出提示信号,提示受监测者尽早采取措施,以避免视神经受损,满足例如青光眼患者对眼内环境或/和颅内环境实时、方便地监测的需求。The intraocular pressure or / and intracranial pressure monitoring system of the present disclosure can accurately detect the intraocular pressure or / and intracranial pressure data of a subject through the monitoring unit 110, and the upper computer processing unit 220 performs information on multiple sensors. Fusion processing and analysis, which can improve the reliability and measurement accuracy of IOP or / and intracranial pressure monitoring, and can promptly send prompt signals when the test data indicates abnormal IOP or / and intracranial pressure The subject takes early measures to avoid damage to the optic nerve and meets the needs of glaucoma patients for real-time and convenient monitoring of the intraocular environment and / or intracranial environment.
2.2采用两根及两根以上的引流管的眼压监测系统2.2 Intraocular pressure monitoring system using two or more drainage tubes
所述系统如图1所示,包括体内部分100和体外部分200,其中体内部分100包括监测单元110、信号调理单元120、无线通讯单元130和能源接收和供给单元140,体外部分200包括信号中转单元210、上位机处理单元220、云端处理单元230。所述监测单元110如图13所示,可植入受监测者(例如青光眼患者)的体内,其中眼压监测模块111通过两根及两根以上的引流管150a、150b、150c等插入眼球内(优选前房),从而可检测受监测者的眼压,并减小监测单元110堵塞而失效的概率。此外,将检测数据通过信号调理单元120处理,之后由无线通讯单元130发送给所述信号中转单元210。其中,所述监测单元110包括至少一个眼压监测模块111,所述眼压监测模块111包括至少一个压力传感器111a;所述信号中转单元210用于将来自所述监测单元110的数据发送给所述上位机处理单元220;所述上位机处理单元220用于利用信息融合技术对接收到的不同传感器的检测数据进行分析处理,并在处理结果表明眼压异常时发出提示信号。The system shown in FIG. 1 includes an in vivo part 100 and an in vitro part 200. The in vivo part 100 includes a monitoring unit 110, a signal conditioning unit 120, a wireless communication unit 130, and an energy receiving and supplying unit 140. The in vitro part 200 includes a signal relay Unit 210, host computer processing unit 220, and cloud processing unit 230. As shown in FIG. 13, the monitoring unit 110 can be implanted in the body of a subject (such as a glaucoma patient), and the intraocular pressure monitoring module 111 is inserted into the eyeball through two or more drainage tubes 150a, 150b, 150c, etc. (Preferably the anterior chamber), so that the intraocular pressure of the subject can be detected, and the probability of the monitoring unit 110 being blocked and failing can be reduced. In addition, the detection data is processed by the signal conditioning unit 120, and then sent by the wireless communication unit 130 to the signal relay unit 210. The monitoring unit 110 includes at least one intraocular pressure monitoring module 111. The intraocular pressure monitoring module 111 includes at least one pressure sensor 111a. The signal relay unit 210 is configured to send data from the monitoring unit 110 to all monitoring units. The host computer processing unit 220 is described above; the host computer processing unit 220 is configured to analyze and process the detection data of different sensors received by using information fusion technology, and issue a warning signal when the processing result indicates that the intraocular pressure is abnormal.
本公开的眼压监测系统能够通过监测单元110和两根及两根以上的引流管结合,准确地检测出受监测者的眼压数据,当其中一根引流管堵塞时,其他的引流管还能正常引流,以提高眼压监测系统的工作寿命和可靠性。The disclosed intraocular pressure monitoring system can accurately detect the intraocular pressure data of the monitored person through the combination of the monitoring unit 110 and two or more drainage tubes. When one of the drainage tubes is blocked, the other drainage tubes are also Can be drained normally to improve the working life and reliability of the intraocular pressure monitoring system.
2.3采用两个或两个以上分支的引流管的眼压监测系统2.3 Intraocular pressure monitoring system using two or more branch drainage tubes
所述系统如图1所示,包括体内部分100和体外部分200,其中体内部分100包括监测单元110、信号调理单元120、无线通讯单元130和能源接收和供给单元140,体外部分200包括信号中转单元210、上位机处理单元220、云端处理单元230。所述监测单元110如图14所示,可植入受监测者(例如青光眼患者)的体内,其中眼压监测模块111采用两个或两个以上分支的引流管151插入眼球内(优选前房),从而可检测受监测者的眼压,并减小监测单元110堵塞而失效的概率。此外,将检测数据通过信号调理单元120处理,之后由无线通讯单元130发送给所述信号中转单元210。其中,所述监测单元110包括至少一个眼压监测模块111,所述眼压监测模块111包括两个或两个以上的压力传感器111a;所述信号中转单元210用于将来自所述监测单元110的数据发送给所述上位机处理单元220;所述上位机处理单元220用于利用信息融合技术对接收到的不同传感器的检测数据进行分析处理,并在处理结果表明眼压异常时发出提示信号。The system shown in FIG. 1 includes an in vivo part 100 and an in vitro part 200. The in vivo part 100 includes a monitoring unit 110, a signal conditioning unit 120, a wireless communication unit 130, and an energy receiving and supplying unit 140. The in vitro part 200 includes a signal relay Unit 210, host computer processing unit 220, and cloud processing unit 230. As shown in FIG. 14, the monitoring unit 110 can be implanted into the body of a subject (such as a glaucoma patient). The intraocular pressure monitoring module 111 uses two or more branched drainage tubes 151 to be inserted into the eyeball (preferably the anterior chamber). ), Thereby detecting the intraocular pressure of the subject, and reducing the probability of the monitoring unit 110 being blocked and failing. In addition, the detection data is processed by the signal conditioning unit 120, and then sent by the wireless communication unit 130 to the signal relay unit 210. The monitoring unit 110 includes at least one tonometric monitoring module 111. The tonometric monitoring module 111 includes two or more pressure sensors 111a. The signal relay unit 210 is configured to transfer the signals from the monitoring unit 110. The data is sent to the host computer processing unit 220; the host computer processing unit 220 is configured to use information fusion technology to analyze and process the detection data of different sensors received, and send a prompt signal when the processing result indicates that the intraocular pressure is abnormal. .
本公开的眼压监测系统能够通过监测单元110准确地检测出受监测者的眼压数据,当其中一根分支的引流管堵塞时,其他分支的引流管还能正常引流,以提高眼压监测系统的工作寿命和可靠性。除此之外,相比于采用两根及两根以上的引流管的眼压监测系统的引流方式,这种分支的引流方式减少了插入前房的引流管数目,因此可降低受监测者的损伤。The intraocular pressure monitoring system of the present disclosure can accurately detect the intraocular pressure data of the monitored person through the monitoring unit 110. When the drainage tube of one branch is blocked, the drainage tubes of the other branches can also drain normally to improve the intraocular pressure monitoring. The working life and reliability of the system. In addition, compared with the drainage method of an intraocular pressure monitoring system using two or more drainage tubes, this branched drainage method reduces the number of drainage tubes inserted into the anterior chamber, thereby reducing the damage.
特别地,眼压监测系统中的多个传感器可以由单个传感器一一安装组成,也可以通过集成制造的方式做成一个芯片(器件),以减小体积,提高可靠性。In particular, multiple sensors in the intraocular pressure monitoring system can be composed of a single sensor installed one by one, or can be made into a chip (device) by integrated manufacturing to reduce volume and improve reliability.
在上述工作的基础上,本公开的第二方面提供了一种眼压监测方法,其采用本公开前面所述的眼压监测系统,并且优选如图15所示,包括步骤:On the basis of the above work, the second aspect of the present disclosure provides an intraocular pressure monitoring method, which employs the intraocular pressure monitoring system described earlier in the present disclosure, and is preferably as shown in FIG. 15 and includes steps:
S10、所述体内部分监测受监测者的眼压,并将压力信号转换成电信号;S10. The body part monitors the intraocular pressure of the subject and converts the pressure signal into an electrical signal;
S20、所述体内部分将监测数据发送给所述信号中转单元210;S20. The in vivo part sends monitoring data to the signal relay unit 210;
S30、所述信号中转单元210将来自所述监测单元110的数据发送给所述上位机处理单元220;S30. The signal relay unit 210 sends data from the monitoring unit 110 to the host computer processing unit 220.
S40、所述上位机处理单元220利用信息融合技术对接收到的数据进行分析处理;S40. The host computer processing unit 220 uses information fusion technology to analyze and process the received data;
S50、所述上位机处理单元220根据两个或多个压力传感器的数据,通过一定算法综合判断眼压是否异常,并在确认为眼压异常时发出提示信号。S50. The host computer processing unit 220 comprehensively determines whether the intraocular pressure is abnormal based on data from two or more pressure sensors, and sends a prompt signal when it is determined that the intraocular pressure is abnormal.
优选地,所述监测单元中的两个或两个以上的压力传感器检测到的多组眼压数据根据误差分析理论判断体内传感器的可靠性,出现异常时受监测者需要及时地联系医生校准体内的压力传感器,从而可修正受监测者的眼压数据,或者排除受监测者的有误眼压数据;本实施例中,优选地,所述监测单元110中的两个或两个以上的压力传感器检测到的眼压数据的平均值为M mmHg,如果监测单元110中任一压力传感器检测到的眼压数据n与平均值M的差值>d mmHg,其中d为预设的偏差值,优选d≥0.1,则说明此时体内的压力传感器的可靠性有待检验,受监测者需要及时地联系医生校准体内的压力传感器,从而可修正受监测者的眼压数据,或者排除受监测者的有误眼压数据;d<0.1,则说明体内传感器能正常工作,眼压为压力数据的平均值;Preferably, the plurality of sets of intraocular pressure data detected by the two or more pressure sensors in the monitoring unit are used to judge the reliability of the in-vivo sensor according to the error analysis theory. When an abnormality occurs, the monitored person needs to contact the doctor in time to calibrate the body. Pressure sensor, which can correct the IOP data of the monitored person, or exclude the IOP data of the monitored person; in this embodiment, preferably, two or more pressures in the monitoring unit 110 The average value of the intraocular pressure data detected by the sensor is M mmHg. If the difference between the intraocular pressure data n detected by any pressure sensor in the monitoring unit 110 and the average value M is greater than d mm Hg, where d is a preset deviation value, Preferably d≥0.1, it means that the reliability of the pressure sensor in the body needs to be tested at this time. The monitored person needs to contact the doctor in time to calibrate the pressure sensor in the body, so that the IOP data of the monitored person can be corrected, or the monitored person's Incorrect intraocular pressure data; d <0.1, it means that the in-vivo sensor can work normally, and the intraocular pressure is the average of the pressure data;
优选地,所述监测单元中的两个或两个以上的压力传感器检测到的多组眼压数据根据多传感器加权融合算法来提高体内压力传感器的测量精度,可根据各个压力传感器的测量方差确定每一个压力传感器的加权系数,最后融合出眼压数据;本实施例中,优选地,所述监测单元110的量测方程表达式为:Preferably, multiple sets of intraocular pressure data detected by two or more pressure sensors in the monitoring unit are used to improve the measurement accuracy of the internal pressure sensor according to a multi-sensor weighted fusion algorithm, and may be determined according to the measurement variance of each pressure sensor. The weighting coefficient of each pressure sensor is finally fused with intraocular pressure data. In this embodiment, preferably, the measurement equation expression of the monitoring unit 110 is:
y=H·x+ey = H · x + e
式中,x为待测状态量,Y=[y 1y 2y 3···y n] T为n维测量向量,e=[e 1e 2e 3···e n] T为n维测量噪声向量,其中e i相互独立且满足
Figure PCTCN2019097210-appb-000009
其中i=1,2,…,n;
In the formula, x is the state quantity to be measured, Y = [y 1 y 2 y 3 ··· y n ] T is an n-dimensional measurement vector, and e = [e 1 e 2 e 3 ··· e n ] T is n Dimensional measurement noise vector, where e i are independent and satisfy
Figure PCTCN2019097210-appb-000009
Where i = 1,2, ..., n;
Figure PCTCN2019097210-appb-000010
为各信号源的方差;H为已知的n×1维测量矩阵,H=[1…1] T
Figure PCTCN2019097210-appb-000010
Is the variance of each signal source; H is a known n × 1-dimensional measurement matrix, H = [1 ... 1] T.
在线性最小方差估计的原则下,加权融合估计值为:Under the principle of linear minimum variance estimation, the weighted fusion estimation value is:
Figure PCTCN2019097210-appb-000011
Figure PCTCN2019097210-appb-000011
其中加权系数计算公式为:The weighting coefficient calculation formula is:
Figure PCTCN2019097210-appb-000012
Figure PCTCN2019097210-appb-000012
加权融合误差即为均方误差,具体形式如下:The weighted fusion error is the mean square error, and the specific form is as follows:
Figure PCTCN2019097210-appb-000013
Figure PCTCN2019097210-appb-000013
根据上述公式可以得到加权融合的重要结论:精度再差的传感器参与加权融合都能提高融合结果的精度。此外,加权融合精度实际取决于传感器测量噪声方差估计的准确性。According to the above formula, an important conclusion of weighted fusion can be obtained: the sensor with the worst accuracy can participate in weighted fusion to improve the accuracy of the fusion result. In addition, the weighted fusion accuracy actually depends on the accuracy of the sensor measurement noise variance estimation.
本实施例中,优选地,所述监测单元110中的采用的两个压力传感器111a和111b检测到的眼压数据的测量结果分别为M mmHg和N mmHg,可由两个压力传感器的测量方差确定了其相应的加权系数为K和L,则眼压数据可融合为
Figure PCTCN2019097210-appb-000014
In this embodiment, preferably, the measurement results of the intraocular pressure data detected by the two pressure sensors 111a and 111b used in the monitoring unit 110 are M mmHg and N mmHg, respectively, which can be determined by the measurement variance of the two pressure sensors. Given that their corresponding weighting coefficients are K and L, the IOP data can be fused as
Figure PCTCN2019097210-appb-000014
优选地,所述监测单元中的两个或两个以上的压力传感器检测到的多组眼压数据根据多传感器估计融合算法来提高体内压力传感器的测量精度,可根据各个传感器的测量数据建立相应的、迭代的模型,把所述模型计算出来的估计值和实际测量值取加权平均,最后融合出眼压数据;本实施例中,优选地,所述监测单元110中的采用的两个压力传感器111a和111b检测到的眼压数据的测量结果分别为M mmHg和N mmHg,其中由所述压力传感器111a之前的数据可得模型x(a),由模型x(a)可得估计值P mmHg,所述由压力传感器111b之前的数据可得模型y(b),由模型y(b)可得估计值Q mmHg,由所述压力传感器模型的测试方差可确定压力传感器111a模型的加权系数为K,压力传感器111b模型的加权系数为L,则眼压数据可融合为
Figure PCTCN2019097210-appb-000015
Preferably, the multiple sets of intraocular pressure data detected by two or more pressure sensors in the monitoring unit are used to improve the measurement accuracy of the internal pressure sensor according to the multi-sensor estimation fusion algorithm, and corresponding responses can be established according to the measurement data of each sensor , An iterative model, taking the weighted average of the estimated value and the actual measurement value calculated by the model, and finally fused the intraocular pressure data; in this embodiment, preferably, the two pressures used in the monitoring unit 110 The measurement results of the intraocular pressure data detected by the sensors 111a and 111b are M mmHg and N mmHg, respectively. The model x (a) can be obtained from the data before the pressure sensor 111a, and the estimated value P can be obtained from the model x (a). mmHg, the model y (b) can be obtained from the data before the pressure sensor 111b, the estimated value Q mmHg can be obtained from the model y (b), and the weighting coefficient of the pressure sensor 111a model can be determined from the test variance of the pressure sensor model Is K, and the weighting coefficient of the pressure sensor 111b model is L, then the intraocular pressure data can be fused as
Figure PCTCN2019097210-appb-000015
优选地,所述监测单元中的两个或两个以上的压力传感器检测到的多组眼压数据根据机器学习法来提高体内压力传感器的测量精度,所述监测单元中的两个或两个以上的压力传感器检测到的多组眼压数据可选择一个模型结构(优选线性回归、逻辑回归、贝叶斯模型、决策树),之后用训练数据输入模型,再通过学习算法分析出最优模型结构,把所述最优模型结构计算出来的估计值和实际测量值取加权平均,最后融合出眼压数据;本实施例中,优选地,所述监测单元110中的采用的两个压力传感器111a和111b检测到的眼压数据的测量结果分别为M mmHg和N mmHg,其中所述压力传感器111a选择一个现有的模型结构(优选线性回归、逻辑回归、贝叶斯模型、决策树等),之后用之前的测试数据输入模型,再通过学习算法分析出最优模型结构x(a),由模型x(a)可得估计值P mmHg,同理所述压力传感器111b选择一个模型结构(优选线性回归、逻辑回归、贝叶斯模型、决策树等),之后用之前的测试数据输入模型,再通过学习算法分析出最优模型结构y(b),由模型y(b)可得估计值Q mmHg,由所述压力传感器模型的测试方差可确定压力传感器111a模型的加权系数为K,压力传感器111b模型的加权系数为L,则眼压数据可融合为
Figure PCTCN2019097210-appb-000016
Preferably, multiple sets of intraocular pressure data detected by two or more pressure sensors in the monitoring unit are used to improve the measurement accuracy of the in-vivo pressure sensor according to a machine learning method. Two or two of the monitoring units The multiple groups of intraocular pressure data detected by the above pressure sensor can choose a model structure (preferably linear regression, logistic regression, Bayesian model, decision tree), and then use the training data to enter the model, and then analyze the optimal model through the learning algorithm Structure, taking the weighted average of the estimated value and the actual measurement value calculated by the optimal model structure, and finally merging the intraocular pressure data; in this embodiment, preferably, the two pressure sensors used in the monitoring unit 110 The measurement results of the intraocular pressure data detected by 111a and 111b are M mmHg and N mmHg, respectively, wherein the pressure sensor 111a selects an existing model structure (preferably linear regression, logistic regression, Bayesian model, decision tree, etc.) Then, use the previous test data to enter the model, and then analyze the optimal model structure x (a) through the learning algorithm. The estimated value P mmHg can be obtained from the model x (a) Similarly, the pressure sensor 111b selects a model structure (preferably linear regression, logistic regression, Bayesian model, decision tree, etc.), and then uses the previous test data to enter the model, and then analyzes the optimal model structure y by the learning algorithm ( b), the estimated value Q mmHg can be obtained from the model y (b), and the weighting coefficient of the pressure sensor 111a model can be determined from the test variance of the pressure sensor model is K, and the weighting coefficient of the pressure sensor 111b model is L, then the intraocular pressure Data can be fused into
Figure PCTCN2019097210-appb-000016
优选地,步骤S50中,所述上位机处理单元220判断眼压的波动情况,并在符合以下三种条件中的一种情况时 即可诊断为眼压异常:Preferably, in step S50, the host computer processing unit 220 determines the fluctuation of the intraocular pressure, and can diagnose the abnormal intraocular pressure when one of the following three conditions is met:
(1)眼压超过a毫米汞柱,(1) IOP exceeds a millimeter of mercury,
(2)双眼压差值大于b毫米汞柱,(2) the difference in binocular pressure is greater than b mm Hg,
(3)t1小时眼压差值超过c毫米汞柱。(3) t1 hour intraocular pressure difference exceeds c mmHg.
本实施例中,优选地,t1=1~100,和/或,a=3~80,和/或,b=3~10,和/或,c=3~30。也即,在预定的时间内,例如在任意1小时或者24小时的时间内,如果上位机处理单元220判断眼压的波动范围达到8mmHg,则可以认为眼压异常,并立即发出提示信号。于是,受监测者获知该提示信号后,便可以采取相应的措施,以避免不利情况进一步恶化。In this embodiment, preferably, t1 = 1 to 100, and / or, a = 3 to 80, and / or, b = 3 to 10, and / or, c = 3 to 30. That is, within a predetermined time, for example, within any one hour or 24 hours, if the upper computer processing unit 220 determines that the fluctuation range of the intraocular pressure reaches 8 mmHg, the intraocular pressure may be considered abnormal and an alert signal is immediately issued. Therefore, after being monitored, the monitored person can take corresponding measures to avoid further deterioration of the adverse situation.
优选地,所述监测单元110或者所述信号中转单元210包括至少一个加速度传感器113a和/或至少一个陀螺仪传感器114a,例如,如图5所示,所述监测单元110包括一个压力传感器111a、一个加速度传感器113a和一个陀螺仪传感器114a。这种情况下,步骤S50中,所述上位机处理单元220根据两个或多个压力传感器的数据,通过一定算法综合处理结果判断加速度和/或角速度对眼压的影响,并在确认为眼压随加速度和/或角速度的波动超过预定限度时,发出提示信号。Preferably, the monitoring unit 110 or the signal relay unit 210 includes at least one acceleration sensor 113a and / or at least one gyro sensor 114a. For example, as shown in FIG. 5, the monitoring unit 110 includes a pressure sensor 111a, One acceleration sensor 113a and one gyro sensor 114a. In this case, in step S50, the host computer processing unit 220 judges the effect of acceleration and / or angular velocity on the intraocular pressure through a comprehensive algorithm based on the data of the two or more pressure sensors and comprehensively processes the results. When the fluctuation of the pressure with acceleration and / or angular velocity exceeds a predetermined limit, a warning signal is issued.
优选地,所述监测单元110包括至少一个压力传感器111a和至少一个温度传感器112a,例如,如图8所示。这种情况下:Preferably, the monitoring unit 110 includes at least one pressure sensor 111 a and at least one temperature sensor 112 a, for example, as shown in FIG. 8. In this situation:
步骤S10中,所述监测单元110还检测受监测者的体内温度,并将温度信号转换成电信号;In step S10, the monitoring unit 110 further detects the body temperature of the subject, and converts the temperature signal into an electrical signal;
步骤S50中,所述上位机处理单元220在判断眼压是否异常之前,先对所述压力传感器111a随体内温度变化而产生的温度漂移进行修正,获得修正后的压力值,之后再按照修正后的压力值判断眼压是否异常。例如,受监测者发烧时,压力传感器111a的温度漂移为A mmHg/℃,体内温度上升B℃,而此时体内的压力传感器111a的显示的压力值为C mmHg,则体内的压力传感器111a测得的压力值的修正值为(C-AB)mmHg。In step S50, before determining whether the intraocular pressure is abnormal, the host computer processing unit 220 first corrects the temperature drift of the pressure sensor 111a due to the internal temperature change, obtains the corrected pressure value, and then performs the correction according to the correction. The pressure value determines whether the intraocular pressure is abnormal. For example, when the subject has a fever, the temperature drift of the pressure sensor 111a is A mmHg / ° C, and the body temperature rises B ° C. At this time, the pressure value displayed by the pressure sensor 111a in the body is C mmHg, and the pressure sensor 111a in the body measures The correction value of the obtained pressure value is (C-AB) mmHg.
在对压力传感器111a测得的压力值修正后再判断眼压是否异常,使得本公开的眼压监测方法的监测精度得以提高。After the pressure value measured by the pressure sensor 111a is corrected, it is determined whether the intraocular pressure is abnormal, so that the monitoring accuracy of the intraocular pressure monitoring method of the present disclosure is improved.
优选地,如图3所示,所述监测单元110包括并列布置的两个压力传感器111a。这种情况下:Preferably, as shown in FIG. 3, the monitoring unit 110 includes two pressure sensors 111 a arranged side by side. In this situation:
步骤S10中,所述监测单元110利用两个压力传感器111a各自独立地检测受监测者的眼压,并将压力信号转换成电信号,获得两组眼压数据;In step S10, the monitoring unit 110 uses the two pressure sensors 111a to detect the intraocular pressure of the subject independently, and converts the pressure signal into an electrical signal to obtain two sets of intraocular pressure data;
步骤S40中,所述上位机处理单元220利用信息融合技术对接收到的数据进行分析处理,并判断两组眼压数据的一致性,例如,计算|E-F|>d mmHg是否成立;In step S40, the host computer processing unit 220 uses information fusion technology to analyze and process the received data and determine the consistency of the two groups of tonometer data, for example, to calculate whether | E-F |> d mmHg is established;
步骤S50中,当|E-F|>d mmHg成立时,所述上位机处理单元220可发出眼压数据不一致的提示信号;当|E-F|>d mmHg不成立时,所述上位机处理单元220判断眼压是否异常,并在确认为眼压异常时发出提示信号。In step S50, when | EF |> d mmHg is established, the host computer processing unit 220 may send a signal indicating that the intraocular pressure data is inconsistent; when | EF |> d mmmm is not established, the host computer processing unit 220 judges the eye If the pressure is abnormal, a warning signal is issued when it is confirmed that the intraocular pressure is abnormal.
优选地,所述眼压监测系统包括云端处理单元230;如图16所示,步骤S50进一步包括步骤:Preferably, the intraocular pressure monitoring system includes a cloud processing unit 230; as shown in FIG. 16, step S50 further includes steps:
S510、所述上位机处理单元220将分析处理后的数据和/或未经处理的数据传输至所述云端处理单元230;S510. The host computer processing unit 220 transmits the processed data and / or unprocessed data to the cloud processing unit 230.
S520、所述云端处理单元230利用信息融合技术对接收到的数据进行再分析,并将分析结果反馈至所述上位机处理单元220;S520. The cloud processing unit 230 uses information fusion technology to re-analyze the received data, and feeds back the analysis result to the host computer processing unit 220.
S530、所述上位机处理单元220根据接收到的反馈信息判断眼压是否异常,并在确认为眼压异常时发出提示信号。S530. The host computer processing unit 220 determines whether the intraocular pressure is abnormal according to the received feedback information, and sends a prompt signal when it is determined that the intraocular pressure is abnormal.
利用云端处理单元230的强大计算能力,能够分析、处理、查询更多的数据,从而对提高分析结果的全面性和准确性有利。Utilizing the powerful computing capabilities of the cloud processing unit 230, more data can be analyzed, processed, and queried, thereby improving the comprehensiveness and accuracy of the analysis results.
本领域的技术人员容易理解的是,在不冲突的前提下,上述各优选方案可以自由地组合、叠加。Those skilled in the art can easily understand that, under the premise of no conflict, the foregoing preferred solutions can be freely combined and superimposed.
应当理解,上述的实施方式仅是示例性的,而非限制性的,在不偏离本公开的基本原理的情况下,本领域的技术人员可以针对上述细节做出的各种明显的或等同的修改或替换,都将包含于本公开的权利要求范围内。It should be understood that the above-mentioned implementations are merely exemplary and not restrictive, and various obvious or equivalent things that can be made by those skilled in the art with respect to the above details can be made without departing from the basic principles of the present disclosure. Modifications or replacements are all included in the scope of claims of the present disclosure.

Claims (15)

  1. 一种眼压监测系统,其特征在于,包括体内部分和体外部分,所述体内部分用于实时监测眼内参数、进行信号调理、发送和接收信号;所述体外部分用于对体内部分进行无线供能,并对体内部分传出的数据进行接收、信息融合和处理;An intraocular pressure monitoring system is characterized in that it includes an internal part and an external part, the internal part is used for real-time monitoring of intraocular parameters, signal conditioning, sending and receiving signals; and the external part is used for wirelessly performing internal part Supply energy, and receive, fuse and process data transmitted from the body;
    其中,所述体内部分包括至少一个监测单元,所述监测单元包括至少两个传感器,所述传感器用于监测眼压参数;Wherein, the body part includes at least one monitoring unit, and the monitoring unit includes at least two sensors, and the sensors are used for monitoring the intraocular pressure parameter;
    所述体外部分包括至少一个多传感器信息融合模块,通过信息融合技术对接收到的数据进行分析处理。The in vitro part includes at least one multi-sensor information fusion module, which analyzes and processes the received data through information fusion technology.
  2. 根据权利要求1所述的眼压监测系统,其特征在于,The intraocular pressure monitoring system according to claim 1, wherein:
    所述监测单元包括至少一个用于监测眼压的压力传感器。The monitoring unit includes at least one pressure sensor for monitoring intraocular pressure.
  3. 根据权利要求2所述的眼压监测系统,其特征在于,The intraocular pressure monitoring system according to claim 2, wherein:
    所述监测单元还包括至少一根引流管,所述引流管与所述监测单元中的至少一个压力传感器连接;The monitoring unit further includes at least one drainage tube, and the drainage tube is connected to at least one pressure sensor in the monitoring unit;
    所述引流管用于插入眼球内,以便引流房水至监测单元。The drainage tube is used to be inserted into the eyeball, so as to drain the aqueous humor to the monitoring unit.
  4. 根据权利要求1所述的眼压监测系统,其特征在于,The intraocular pressure monitoring system according to claim 1, wherein:
    所述体外部分包括至少一个传感器。The extracorporeal portion includes at least one sensor.
  5. 根据权利要求4所述的眼压监测系统,其特征在于,The intraocular pressure monitoring system according to claim 4, wherein:
    所述体外部分包括至少一个压力传感器,用于监测大气压;The extracorporeal portion includes at least one pressure sensor for monitoring atmospheric pressure;
    和/或,所述体外部分包括至少一个加速度传感器和/或至少一个陀螺仪传感器,用于测量和/或监测受监测者身体的加速度和/或角速度,使得所述眼压监测系统能够通过监测受监测者身体的加速度和/或角速度和/或姿态提高眼压测量的精度;And / or, the extracorporeal part includes at least one acceleration sensor and / or at least one gyroscope sensor for measuring and / or monitoring the acceleration and / or angular velocity of the body of the subject, so that the intraocular pressure monitoring system can pass the monitoring The acceleration and / or angular velocity and / or posture of the subject's body improves the accuracy of the intraocular pressure measurement;
    和/或,所述体外部分包括至少一个温度传感器,用于测量和/或监测受监测者和/或环境的温度,使得所述眼压监测系统能够考虑或排除温度变化对眼压监测的影响。And / or, the extracorporeal portion includes at least one temperature sensor for measuring and / or monitoring the temperature of the subject and / or the environment, so that the intraocular pressure monitoring system can consider or exclude the impact of temperature changes on the intraocular pressure monitoring .
  6. 根据权利要求2所述的眼压监测系统,其特征在于,The intraocular pressure monitoring system according to claim 2, wherein:
    所述监测单元包括至少一个加速度传感器和/或至少一个陀螺仪传感器,用于监测受监测者头部的加速度和/或角速度,使得所述眼压监测系统能够监测加速度和/或角速度对眼压的影响;The monitoring unit includes at least one acceleration sensor and / or at least one gyroscope sensor, which is used to monitor the acceleration and / or angular velocity of the subject's head, so that the intraocular pressure monitoring system can monitor the acceleration and / or angular velocity against intraocular pressure. Impact;
    和/或,所述监测单元包括至少一个温度传感器,用于监测受监测者的体内温度,使得所述眼压监测系统能够监测体内温度变化对眼压的影响。And / or, the monitoring unit includes at least one temperature sensor, which is used to monitor the body temperature of the subject, so that the intraocular pressure monitoring system can monitor the impact of changes in body temperature on intraocular pressure.
  7. 根据权利要求1-6任一项所述的眼压监测系统,其特征在于,The intraocular pressure monitoring system according to any one of claims 1-6, wherein:
    所述体外部分包括信号中转单元和上位机处理单元,所述信号中转单元用于接收所述体内部分传输的参数数据,并将接收到的数据转述给所述上位机处理单元,所述至少一个多传感器信息融合模块设置在所述上位机处理单元中。The external part includes a signal relay unit and a host computer processing unit, and the signal relay unit is configured to receive parameter data transmitted by the internal body and relay the received data to the host computer processing unit, the at least one The multi-sensor information fusion module is arranged in the host computer processing unit.
  8. 根据权利要求7所述的眼压监测系统,其特征在于,The intraocular pressure monitoring system according to claim 7, wherein:
    所述体外部分还包括云端处理单元,所述云端处理单元能够与所述上位机处理单元进行通讯,以便接收和存储来自所述上位机处理单元的参数数据,并能够利用多传感器信息融合技术对接收到的数据进行再分析,并将分析结果反馈至所述上位机处理单元。The external part further includes a cloud processing unit, which can communicate with the host computer processing unit in order to receive and store parameter data from the host computer processing unit, and can use multi-sensor information fusion technology to The received data is re-analyzed, and the analysis result is fed back to the host computer processing unit.
  9. 根据权利要求7或8所述的眼压监测系统,其特征在于,The intraocular pressure monitoring system according to claim 7 or 8, wherein:
    所述信号中转单元适于佩戴在受监测者的头部、胸部、躯干和/或四肢。The signal relay unit is adapted to be worn on the head, chest, torso and / or limbs of the subject.
  10. 一种眼压监测方法,其特征在于,采用根据权利要求1-9任一项所述的眼压监测系统,所述眼压监测系统的体外部分包括信号中转单元和上位机处理单元;所述眼压监测方法包括步骤:An intraocular pressure monitoring method, characterized in that the intraocular pressure monitoring system according to any one of claims 1-9 is used, and an external part of the intraocular pressure monitoring system comprises a signal relay unit and a host computer processing unit; The IOP monitoring method includes the steps:
    S10、所述体内部分监测受监测者的眼压,并将压力信号转换成电信号;S10. The body part monitors the intraocular pressure of the subject and converts the pressure signal into an electrical signal;
    S20、所述体内部分将监测数据发送给所述信号中转单元;S20. The in vivo part sends monitoring data to the signal relay unit;
    S30、所述信号中转单元将来自所述体内部分的数据发送给所述上位机处理单元;S30. The signal relay unit sends data from the internal body part to the host computer processing unit;
    S40、所述上位机处理单元利用信息融合技术对接收到的数据进行分析处理;S40. The host computer processing unit uses information fusion technology to analyze and process the received data;
    S50、所述上位机处理单元根据处理结果判断眼压是否异常,并在眼压正常时给出眼压信息,在确认眼压异常时发出提示信号。S50. The host computer processing unit judges whether the intraocular pressure is abnormal according to the processing result, and provides the intraocular pressure information when the intraocular pressure is normal, and issues a prompt signal when confirming that the intraocular pressure is abnormal.
  11. 根据权利要求10所述的眼压监测方法,其特征在于,所述监测单元包括至少两个压力传感器;步骤S50中,所述上位机处理单元根据两个或两个以上压力传感器的数据,通过数据融合算法综合判断,得出眼压的情况和数据。The method for monitoring intraocular pressure according to claim 10, wherein the monitoring unit includes at least two pressure sensors; in step S50, the host computer processing unit passes the data of two or more pressure sensors through The data fusion algorithm comprehensively judges the situation and data of intraocular pressure.
  12. 根据权利要求11所述的眼压监测方法,其特征在于,步骤S50中,所述上位机处理单元判断眼压情况,并在符合以下三种条件中的任一种情况时即可诊断为眼压异常:The method for monitoring intraocular pressure according to claim 11, characterized in that, in step S50, the host computer processing unit judges the condition of the intraocular pressure, and can be diagnosed as an eye when any one of the following three conditions is met: Pressure abnormality:
    (1)眼压超过a毫米汞柱,(1) IOP exceeds a millimeter of mercury,
    (2)双眼压差值大于b毫米汞柱,(2) the difference in binocular pressure is greater than b mm Hg,
    (3)t1小时内眼压差值超过c毫米汞柱,(3) The difference in intraocular pressure in t1 hour exceeds c mmHg,
    其中,t1=1~100,a=3~80,b=3~10,c=3~30。Among them, t1 = 1 to 100, a = 3 to 80, b = 3 to 10, and c = 3 to 30.
  13. 根据权利要求10-12任一项所述的眼压监测方法,其特征在于,所述监测单元或者所述信号中转单元包括至少一个加速度传感器和/或至少一个陀螺仪传感器;步骤S50中,所述上位机处理单元根据加速度和/或角速度传感器的测量结果对眼压的测量结果进行校正或补偿,并在确认为眼压随加速度和/或角速度的波动超过预定限度时,发出提示信号。The method for monitoring intraocular pressure according to any one of claims 10-12, wherein the monitoring unit or the signal relay unit includes at least one acceleration sensor and / or at least one gyro sensor; in step S50, all The host computer processing unit corrects or compensates the measurement result of the intraocular pressure according to the measurement result of the acceleration and / or angular velocity sensor, and sends a prompt signal when it is confirmed that the fluctuation of the intraocular pressure with the acceleration and / or angular velocity exceeds a predetermined limit.
  14. 根据权利要求10-12任一项所述的眼压监测方法,其特征在于,所述监测单元包括至少一个压力传感器和至少一个温度传感器;The method for monitoring intraocular pressure according to any one of claims 10-12, wherein the monitoring unit includes at least one pressure sensor and at least one temperature sensor;
    步骤S10中,所述监测单元还监测受监测者的体内温度,并将温度信号转换成电信号;In step S10, the monitoring unit also monitors the body temperature of the subject and converts the temperature signal into an electrical signal;
    步骤S50中,所述上位机处理单元首先对所述压力传感器随体内温度变化而产生的温度漂移进行修正,获得修正后的压力值,之后再按照修正后的压力值判断眼压是否异常。In step S50, the host computer processing unit first corrects the temperature drift generated by the pressure sensor with changes in the body temperature, obtains the corrected pressure value, and then determines whether the intraocular pressure is abnormal according to the corrected pressure value.
  15. 根据权利要求10-14任一项所述的眼压监测方法,其特征在于,所述眼压监测系统包括云端处理单元;步骤S50包括步骤:The method for monitoring intraocular pressure according to any one of claims 10 to 14, wherein the intraocular pressure monitoring system includes a cloud processing unit; step S50 includes the steps:
    S510、所述上位机处理单元将分析处理后的数据和/或未经处理的数据传输至所述云端处理单元;S510. The host computer processing unit transmits the processed and / or unprocessed data to the cloud processing unit;
    S520、所述云端处理单元利用信息融合技术对接收到的数据进行再分析,并将分析结果反馈至所述上位机处理单元;S520. The cloud processing unit uses information fusion technology to reanalyze the received data, and feeds back the analysis result to the host computer processing unit;
    S530、所述上位机处理单元根据接收到的反馈信息判断眼压是否异常,并在确认为眼压异常时发出提示信号。S530. The host computer processing unit determines whether the intraocular pressure is abnormal according to the received feedback information, and sends a prompt signal when it is determined that the intraocular pressure is abnormal.
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