CN115212387A - Infusion management system based on internet of things - Google Patents

Infusion management system based on internet of things Download PDF

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Publication number
CN115212387A
CN115212387A CN202210960075.9A CN202210960075A CN115212387A CN 115212387 A CN115212387 A CN 115212387A CN 202210960075 A CN202210960075 A CN 202210960075A CN 115212387 A CN115212387 A CN 115212387A
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Prior art keywords
data
infusion
internet
medical
things
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Pending
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CN202210960075.9A
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Chinese (zh)
Inventor
张朝福
葛秋菊
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Suzhou Derpin Medical Science And Technology Co ltd
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Suzhou Derpin Medical Science And Technology Co ltd
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Priority to CN202210960075.9A priority Critical patent/CN115212387A/en
Publication of CN115212387A publication Critical patent/CN115212387A/en
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M5/00Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
    • A61M5/14Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
    • A61M5/168Means for controlling media flow to the body or for metering media to the body, e.g. drip meters, counters ; Monitoring media flow to the body
    • A61M5/16831Monitoring, detecting, signalling or eliminating infusion flow anomalies
    • A61M5/1684Monitoring, detecting, signalling or eliminating infusion flow anomalies by detecting the amount of infusate remaining, e.g. signalling end of infusion
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M5/00Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
    • A61M5/14Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
    • A61M5/168Means for controlling media flow to the body or for metering media to the body, e.g. drip meters, counters ; Monitoring media flow to the body
    • A61M5/16886Means for controlling media flow to the body or for metering media to the body, e.g. drip meters, counters ; Monitoring media flow to the body for measuring fluid flow rate, i.e. flowmeters
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/18Status alarms
    • G08B21/24Reminder alarms, e.g. anti-loss alarms
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B25/00Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
    • G08B25/01Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
    • G08B25/08Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium using communication transmission lines
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04QSELECTING
    • H04Q9/00Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00General characteristics of the apparatus
    • A61M2205/18General characteristics of the apparatus with alarm
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00General characteristics of the apparatus
    • A61M2205/33Controlling, regulating or measuring
    • A61M2205/3331Pressure; Flow
    • A61M2205/3334Measuring or controlling the flow rate

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  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Vascular Medicine (AREA)
  • Biomedical Technology (AREA)
  • General Physics & Mathematics (AREA)
  • Veterinary Medicine (AREA)
  • Business, Economics & Management (AREA)
  • Public Health (AREA)
  • Anesthesiology (AREA)
  • Emergency Management (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Hematology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Fluid Mechanics (AREA)
  • Infusion, Injection, And Reservoir Apparatuses (AREA)

Abstract

The invention discloses an infusion management system based on the technology of the Internet of things, relates to the field of intelligent medical treatment, aims to solve the problem that the current infusion needs manual monitoring, and adopts the technical scheme that the key points are as follows: the system comprises a plurality of infusion monitoring terminals, a medical Internet of things gateway, a data acquisition server and a data receiving terminal; the infusion monitoring terminal comprises a pressure sensing module adopting an MQTT protocol and a CCD visual detection module, and the pressure sensor transmits detected real-time pressure change data to the medical Internet of things gateway, uploads the data to the data acquisition server and sends the data to the terminal for display; the CCD visual detection module is used for shooting a picture of infusion apparatus at a fixed position to acquire infusion information and infusion state, sending the picture to the medical Internet of things gateway, transmitting the picture to the data acquisition server, and then transmitting the picture to the data receiving terminal for displaying. The infusion management system based on the Internet of things technology can monitor the infusion state in real time and transmit the infusion state to the terminal in time, so that medical staff can handle the infusion state in time.

Description

Infusion management system based on internet of things
Technical Field
The invention relates to the field of medical treatment, in particular to an infusion management system based on the technology of the Internet of things.
Background
At present, for the infusion management in hospital inpatient wards, the management and control are mostly executed through the mode that a bed calling set is communicated with a nurse station, and the monitoring of nurses or accompanying personnel is mainly relied on. The manual management and control mode of a nurse is a main mode used by a current hospital in the process of carrying out infusion on a patient, and the infusion speed is manually adjusted by the nurse; if the infusion is abnormally completed in the process of dropping liquid, a nurse cannot find and take measures in time, the conditions of blood coagulation, air flushing of blood vessels and the like can be caused, the medical opportunity is delayed, and medical accidents are caused seriously. The infusion apparatus used clinically at present is single, and the structure is also comparatively simple, does not talk about intellectuality. The monitor of the existing medical infusion control system can only know the information of the infusion speed (drop/minute) of an infusion patient through a monitor in a doctor office or a handheld monitor in a hand of a nurse, and cannot realize the real-time control of the infusion speed (drop/minute) of the infusion patient, in this case, when the infusion speed (drop/minute) of the patient is too fast or too slow, the doctor and the nurse can only go to the patient to adjust the infusion speed (drop/minute) so as to achieve the speed (drop/minute) required by treatment, and therefore, the working intensity of medical staff is increased.
In the prior art, CN 101837154A adopts an infusion monitoring system based on ZigBee technology, which includes an infusion hanging bottle, other liquid level sensors, a sensing signal preprocessing circuit, a management end located in a nurse station, and a client end located in a ward. If CN 114225150A's patent, an infusion management system based on thing networking, infusion management system includes a plurality of infusion monitor terminal, management terminal and gateway, through pairing the setting with the infrared ray monitoring unit that infusion monitor terminal includes, set up infrared detecting element in transfer line department, simultaneously with the help of the setting of management terminal and gateway control channel broadcast control channel, with the special regional ID information of hospital, dispose infusion monitor terminal in, send infusion monitor terminal's information is concentrated, adopt the mode of adding promptly and using promptly to infusion monitor terminal in the same region, make things convenient for above-mentioned infusion monitor terminal networking, thereby improve infusion monitor terminal's networking efficiency and durability.
The invention discloses a novel infusion management system based on the technology of the Internet of things based on the existing technology in the current market.
Disclosure of Invention
Aiming at the defects in the prior art, the invention aims to provide an infusion management system based on the technology of the Internet of things, which realizes real-time monitoring of the infusion state through a pressure sensing module and a CCD (charge coupled device) visual detection module, is convenient for medical care personnel to manage, and avoids medical accidents caused by the fact that an infusion bottle/belt is not replaced or a needle is not pulled out in time.
The technical purpose of the invention is realized by the following technical scheme: the utility model provides an infusion management system based on internet of things, its characterized in that: the system comprises a plurality of infusion monitoring terminals, a medical Internet of things gateway, a data acquisition server and a data receiving terminal;
wherein, the transfusion monitoring terminal comprises a pressure sensing module adopting MQTT protocol and a CCD visual detection module,
the pressure sensing module comprises a pressure sensor and a data wireless transmission unit, the pressure sensor transmits detected real-time pressure change data to the medical Internet of things gateway through the data wireless transmission unit, the medical Internet of things gateway receives the data and converts the data into RPC data, the RPC data is uploaded to the data acquisition server, and then the data acquisition server receives and stores the RPC data and transmits the RPC data to the data receiving terminal for display;
the CCD visual detection module comprises a CCD camera and is used for shooting the infusion apparatus at a fixed position to acquire infusion information and a picture of an infusion state; and the visual detection software is used for processing the image shot by the CCD camera to obtain a detection result, transmitting the detection result to the medical Internet of things gateway through a USB, converting the data into RPC data through a protocol and transmitting the RPC data to the data acquisition server by the medical Internet of things gateway, and then receiving and storing the RPC data by the data acquisition server and transmitting the RPC data to the data receiving terminal for display.
The invention is further configured to: the data receiving terminal comprises a mobile terminal, an HIS, an LIS, a PC and a display control panel.
The invention is further configured to: the display control panel is used for displaying the infusion state and displaying alarm information, and the alarm information comprises warning flicker or buzzing.
The invention is further configured to: the mobile terminal is used for receiving data and carrying out message reminding.
The invention is further configured to: the medical internet of things gateway is used for data conversion management, managing and controlling access service of the infusion monitoring terminal, controlling access management control of the internet of things terminal in the area by controlling access parameters and providing a connection mode of adding and using immediately.
The invention is further configured to: the CCD visual detection module is used for shooting the infusion state, identifying the label and the mark of an infusion bag/bottle, and uploading the information to the medical Internet of things gateway for confirming the infusion information.
The invention is further configured to: the pressure sensing module is used for acquiring a standard gravity sensing value of the infusion bag/bottle, recording a real-time change trend, and uploading recorded information of the real-time change trend to the medical internet of things gateway for momentum recognition.
The invention is further configured to: the medical internet of things gateway converts received data and uploads the converted data to the data acquisition server, the data acquisition server identifies and compares the data, and data information and early warning information are transmitted to the data receiving terminal in real time.
The invention is further configured to: and the data receiving terminal receives the data of the data acquisition server and then displays the data, and the display content comprises the real-time state of the infusion bottle/bag, the self information of the infusion bottle/bag, the infusion replacement prompt and the infusion completion information prompt.
The invention is further configured to: the CCD visual detection module is integrated on a control panel of the bedside of the sickbed, and the pressure sensing module is installed on the infusion support.
The invention is further configured to: infusion monitor terminal still includes electromagnetic field detection device, electromagnetic field detection device is through the magnetic flux that changes when detecting the dropping liquid whereabouts to detect dropping liquid speed and collect and upload through medical thing networking gateway.
In conclusion, the invention has the following beneficial effects: through setting up the real-time gravity change that the forced induction module is used for real-time induction infusion bottle/bag, thereby acquire the infusion state, cooperate CCD visual detection module to the real-time video detection in infusion bottle/area simultaneously, thereby know the stock in infusion bottle/area, and can in time transmit the real-time data of forced induction module through the MQTT agreement, and CCD visual detection module then carries out the data upload through USB data transmission mode, and is stable and reliable, thereby synthesize two aspects data and obtain ultimate infusion state, in time transmit and show and remind for application terminal, thereby the better intellectual detection system who realizes the infusion, medical malpractice takes place when avoiding medical personnel's manual handling.
Drawings
Fig. 1 is a first schematic diagram of an infusion management system based on the internet of things technology.
Fig. 2 is a schematic diagram of an architecture of the infusion management system based on the internet of things technology.
Detailed Description
The invention is described in detail below with reference to the figures and examples.
The invention adopts multiple technologies of MQTT, RPC and USB, and applies a medical Internet of things gateway and data acquisition service to the acquisition of Internet of things data.
Where the relevant names explain:
MQTT: the message queue telemetry transmission is a message protocol based on a publish/subscribe paradigm under the ISO standard (ISO/IEC PRF 20922). It works on the TCP/IP suite and is a publish/subscribe messaging protocol designed for remote devices with poor hardware performance and in poor network conditions.
RPC protocol: the RFC-1831 remote call protocol, originally defined by RFC-1050, the RPC protocol assumes the presence of some transport protocol, such as TCP or UDP, to carry information data between communicating programs. In the OSI network communication model, RPC spans the transport and application layers, and RPC makes it easier to develop applications including network distributed multiprogrammers.
Medical internet of things gateway: the medical Internet of things gateway widely applied to the medical Internet of things not only performs protocol conversion, but also performs MQTT message forwarding.
A data acquisition server: in the invention, RPC service is provided for the calling of the medical Internet of things gateway and is used as an MQTT server.
And (3) HIS: the hospital information system is an information system which utilizes the modernized means of computer software and hardware technology, network communication technology and the like to comprehensively manage the streams of people, logistics and financial resources of hospitals and all the departments to which the hospitals belong, collects, stores, processes, extracts, transmits and summarizes data generated at all the stages of medical activities, processes and forms various information, and thus provides comprehensive automatic management and various services for the overall operation of the hospitals.
And (2) LIS: a Laboratory Information Management System is a set of Laboratory Information Management System specially designed for hospital clinical Laboratory, and can form a network by using Laboratory instruments and computers, so that the complicated operation processes of patient sample login, experimental data access, report auditing, printing distribution, experimental data statistical analysis and the like are intelligently, automatically and standardly managed. The system is beneficial to improving the overall management level of a laboratory, reducing loopholes and improving the inspection quality.
The first embodiment is as follows: the infusion management system based on the internet of things technology comprises a plurality of infusion monitoring terminals, a medical internet of things gateway, a data acquisition server and a data receiving terminal, as shown in figure 1, the infusion monitoring terminals mainly comprise two parts including a pressure sensing module adopting an MQTT protocol and a CCD visual detection module, the infusion monitoring terminals transmit monitored data to the medical internet of things gateway through an instrument, the medical internet of things gateway can forward messages to the MQTT and perform protocol conversion to the CCD visual detection module, so that RPC data are obtained and simultaneously transmitted to the data acquisition server, and the data acquisition server stores and distinguishes the data and transmits a distinguishing result to the data receiving terminal for displaying and processing.
The pressure sensing module comprises a pressure sensor and a data wireless transmission unit, the pressure sensor transmits detected real-time pressure change data to the medical Internet of things gateway through the data wireless transmission unit, the medical Internet of things gateway receives the data and converts the data into RPC data, the RPC data are uploaded to the data acquisition server, and then the data acquisition server receives and stores the RPC data and transmits the RPC data to the data receiving terminal for display.
The CCD visual detection module comprises a CCD camera and is used for shooting infusion information and a picture of an infusion state obtained by an infusion set at a fixed position; and the visual detection software is used for processing the image shot by the CCD camera to obtain a detection result, transmitting the detection result to the medical Internet of things gateway through a USB, converting the data into RPC data through a protocol and transmitting the RPC data to the data acquisition server by the medical Internet of things gateway, and then receiving and storing the RPC data by the data acquisition server and transmitting the RPC data to the data receiving terminal for display.
The data receiving terminal comprises a mobile terminal, an HIS, an LIS, a PC and a display control panel. These are certainly included but not limited thereto, wherein the mobile terminal is generally referred to as a mobile phone or a tablet computer; the display control panel is a liquid crystal control panel generally used for the head of a sickbed in a ward, and is a display controller which is convenient for doctors and patients to communicate with medical staff in time and can acquire basic information.
Certainly show that control panel is used for showing the infusion state and showing alarm information, and alarm information is including warning scintillation or buzzing, mainly makes things convenient for patient and medical personnel to look over the infusion state at any time to when needs are changed the infusion or are pulled out the needle, can remind disease and doctor and patient's personnel in advance.
Simultaneously mobile terminal is used for receiving data and carries out the news warning, can in time look over infusion information through APP or applet on being used for medical personnel's the cell-phone like this to know and need regularly change the infusion or pull out the needle operation, be used for medical personnel not guard and use under the condition around the disease.
The medical internet of things gateway is used for data conversion management and is used for managing and controlling access service of the infusion monitoring terminal, access management control is carried out on the internet of things terminal in the area through control of access parameters, and a connection mode that the terminal can be used immediately is provided.
CCD visual inspection module is used for shooing the infusion state, be used for discerning the label and the sign of infusion bag/bottle simultaneously, and upload medical thing networking gateway and be used for infusion information to confirm with this information, it is the correct medicine of using mainly in order to confirm that the patient infusion is to be discerned to set up discernment infusion information here, avoid taking the wrong infusion prescription between the different diseases, the intelligent recognition who consequently adds, just with infusion information input to data manager when the doctor opens the medicine, and CCD visual inspection module contrasts through the backstage behind discernment infusion information, also can send the warning in time when the emergence information disagrees.
The pressure sensing module is used for obtaining the standard gravity sensing value of infusion bag/bottle, and record real-time change trend, upload medical thing networking gateway with its record information and carry out momentum discernment, medical thing networking gateway converts the back and uploads the data acquisition server with the data of receiving, the data acquisition server can discern and compare, give data receiving terminal with data message and early warning information real-time transmission, data receiving terminal shows after receiving data acquisition server's data, the display content includes the real-time status of infusion bottle/bag, the self information of infusion bottle/bag, the warning is changed in the infusion, infusion completion information is reminded.
Certainly, a suitable mode is to integrate the CCD visual detection module at the control panel of the bedside of the sickbed, and install the pressure sensing module on the infusion support, so that the sickroom space can be reasonably utilized, and the CCD visual detection module can also be used for identifying and judging other things, so as to realize more functions.
Example two: meanwhile, on the basis of the first embodiment, an electromagnetic field detection device can be further arranged on the infusion support, the electromagnetic field detection device can comprise a magnetoelectric sensor, and is preferably a hall sensor, as shown in fig. 2, the hall sensor can be arranged on the infusion support, a magnetic coil is artificially arranged on the infusion tube to generate an electromagnetic field, a dropping funnel of the dropping tube is arranged in the magnetic coil, so that when dropping liquid in the dropping tube drops from the dropping funnel, the magnetic flux of the magnetic coil is changed, the hall sensor can collect the electromagnetic change, the data is connected to a medical internet of things gateway through a data line to upload the data, the medical internet of things gateway converts the received data after uploading and uploads the data to a data acquisition server, the data acquisition server can identify and compare the data information, the data acquisition terminal transmits the data to a data receiving terminal in real time, the data receiving terminal displays the data after receiving the data from the data acquisition server, the display contents can be infusion speed display and dynamic picture display during infusion, people can clearly see the infusion speed, and can give a prompt when the speed is too high or too low.
The above description is only a preferred embodiment of the present invention, and the protection scope of the present invention is not limited to the above embodiments, and all technical solutions belonging to the idea of the present invention belong to the protection scope of the present invention. It should be noted that modifications and adaptations to those skilled in the art without departing from the principles of the present invention should also be considered as within the scope of the present invention.

Claims (10)

1. The utility model provides an infusion management system based on internet of things, its characterized in that: the system comprises a plurality of infusion monitoring terminals, a medical Internet of things gateway, a data acquisition server and a data receiving terminal;
wherein, the transfusion monitoring terminal comprises a pressure sensing module adopting MQTT protocol and a CCD visual detection module,
the pressure sensing module comprises a pressure sensor and a data wireless transmission unit, the pressure sensor transmits detected real-time pressure change data to the medical Internet of things gateway through the data wireless transmission unit, the medical Internet of things gateway receives the data and converts the data into RPC data, the RPC data is uploaded to the data acquisition server, and then the data acquisition server receives and stores the RPC data and transmits the RPC data to the data receiving terminal for display;
the CCD visual detection module comprises a CCD camera and is used for shooting the infusion apparatus at a fixed position to acquire infusion information and a picture of an infusion state; and the visual detection software is used for processing the image shot by the CCD camera to obtain a detection result, transmitting the detection result to the medical Internet of things gateway through a USB, converting the data into RPC data through a protocol and transmitting the RPC data to the data acquisition server by the medical Internet of things gateway, and then receiving and storing the RPC data by the data acquisition server and transmitting the RPC data to the data receiving terminal for display.
2. The system of claim 1, wherein: the data receiving terminal comprises a mobile terminal, an HIS, an LIS, a PC and a display control panel.
3. The system of claim 2, wherein: the display control panel is used for displaying the infusion state and displaying alarm information, and the alarm information comprises warning flicker or buzzing.
4. The system of claim 2, wherein: the mobile terminal is used for receiving data and carrying out message reminding.
5. The system of claim 1, wherein: the medical internet of things gateway is used for data conversion management, managing and controlling access service of the infusion monitoring terminal, controlling access management of the internet of things terminal in the area through controlling access parameters and providing an adding and using connection mode.
6. The system of claim 1, wherein: the CCD visual detection module is used for shooting the infusion state, identifying the label and the mark of an infusion bag/bottle, and uploading the information to the medical Internet of things gateway for confirming the infusion information.
7. The system of claim 1, wherein: the pressure sensing module is used for acquiring a standard gravity sensing value of the infusion bag/bottle, recording a real-time change trend, and uploading recorded information of the real-time change trend to the medical internet of things gateway for momentum recognition.
8. The system according to claim 6 or 7, characterized in that: the medical internet of things gateway converts received data and uploads the converted data to the data acquisition server, the data acquisition server identifies and compares the data, and data information and early warning information are transmitted to the data receiving terminal in real time.
9. The system of claim 8, wherein: and the data receiving terminal receives the data of the data acquisition server and then displays the data, and the display content comprises the real-time state of the infusion bottle/bag, the self information of the infusion bottle/bag, the infusion replacement prompt and the infusion completion information prompt.
10. The system of claim 1, wherein: infusion monitor terminal still includes electromagnetic field detection device, the magnetic flux that electromagnetic field detection device changed when through detecting the dropping liquid whereabouts to detect dropping liquid speed and collect and upload through medical thing networking gateway.
CN202210960075.9A 2022-08-11 2022-08-11 Infusion management system based on internet of things Pending CN115212387A (en)

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Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2463623A3 (en) * 1979-08-22 1981-02-27 Dubos Jean Medical drip feed with electronic control of drip rate - by preset pulses to energise solenoid valve on drip chamber
CN1413739A (en) * 2001-10-22 2003-04-30 王辉 Automatic control and alarm device for medical transfusion system
CN101530641A (en) * 2009-04-14 2009-09-16 南京爱尼电子有限公司 Method for detecting speed of intravenous infusion and device therefor
US20130191513A1 (en) * 2011-12-21 2013-07-25 Deka Products Limited Partnership System, Method, and Apparatus for Electronic Patient Care
CN109011012A (en) * 2018-07-03 2018-12-18 山东亚华电子股份有限公司 The monitoring method and system of infusion information
CN109550112A (en) * 2019-01-22 2019-04-02 西安电子科技大学 Infusion monitoring system based on LoRa technology
CN110101940A (en) * 2019-05-16 2019-08-09 西北工业大学 Infusion monitoring system based on computer vision
CN111939383A (en) * 2020-07-31 2020-11-17 力创佰特网络科技(无锡)有限公司 Intelligent transfusion monitoring system
CN112368779A (en) * 2018-07-05 2021-02-12 先进微流控技术股份公司 Medical device and safety control system
CN114225150A (en) * 2021-12-06 2022-03-25 浙江智尔信息技术有限公司 Infusion management system based on Internet of things

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2463623A3 (en) * 1979-08-22 1981-02-27 Dubos Jean Medical drip feed with electronic control of drip rate - by preset pulses to energise solenoid valve on drip chamber
CN1413739A (en) * 2001-10-22 2003-04-30 王辉 Automatic control and alarm device for medical transfusion system
CN101530641A (en) * 2009-04-14 2009-09-16 南京爱尼电子有限公司 Method for detecting speed of intravenous infusion and device therefor
US20130191513A1 (en) * 2011-12-21 2013-07-25 Deka Products Limited Partnership System, Method, and Apparatus for Electronic Patient Care
CN109011012A (en) * 2018-07-03 2018-12-18 山东亚华电子股份有限公司 The monitoring method and system of infusion information
CN112368779A (en) * 2018-07-05 2021-02-12 先进微流控技术股份公司 Medical device and safety control system
CN109550112A (en) * 2019-01-22 2019-04-02 西安电子科技大学 Infusion monitoring system based on LoRa technology
CN110101940A (en) * 2019-05-16 2019-08-09 西北工业大学 Infusion monitoring system based on computer vision
CN111939383A (en) * 2020-07-31 2020-11-17 力创佰特网络科技(无锡)有限公司 Intelligent transfusion monitoring system
CN114225150A (en) * 2021-12-06 2022-03-25 浙江智尔信息技术有限公司 Infusion management system based on Internet of things

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