CN117122770A - Monitoring calling system based on intelligent bracelet and infusion data - Google Patents
Monitoring calling system based on intelligent bracelet and infusion data Download PDFInfo
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- 238000012544 monitoring process Methods 0.000 title claims abstract description 31
- 230000036772 blood pressure Effects 0.000 claims description 22
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- A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
- A61M5/14—Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
- A61M5/168—Means 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
- A61M5/16831—Monitoring, detecting, signalling or eliminating infusion flow anomalies
- A61M5/1684—Monitoring, detecting, signalling or eliminating infusion flow anomalies by detecting the amount of infusate remaining, e.g. signalling end of infusion
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- A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
- A61M5/14—Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
- A61M5/168—Means 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
- A61M5/16886—Means 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
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- A61M2205/00—General characteristics of the apparatus
- A61M2205/18—General characteristics of the apparatus with alarm
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES 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
- A61M2205/00—General characteristics of the apparatus
- A61M2205/33—Controlling, regulating or measuring
- A61M2205/3331—Pressure; Flow
- A61M2205/3334—Measuring or controlling the flow rate
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- A—HUMAN NECESSITIES
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- A61M—DEVICES 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
- A61M2230/00—Measuring parameters of the user
- A61M2230/04—Heartbeat characteristics, e.g. ECG, blood pressure modulation
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- A—HUMAN NECESSITIES
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- A61M—DEVICES 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
- A61M2230/00—Measuring parameters of the user
- A61M2230/30—Blood pressure
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- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES 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
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- A61M—DEVICES 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
- A61M2230/00—Measuring parameters of the user
- A61M2230/50—Temperature
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Abstract
The invention discloses a monitoring call system based on intelligent wrist strap and transfusion data, which belongs to the technical field of monitoring call, and comprises: the bracelet data acquisition module is used for acquiring physiological data information of infusion personnel; the infusion data acquisition module is used for acquiring infusion rate information during infusion; the analysis judging module is used for receiving the physiological data information and the transfusion rate information, analyzing and judging the received information, and generating a corresponding calling signal or not; the call execution module is used for executing the generated call signal. The invention can combine the physiological data acquired by the bracelet data acquisition module to set the corresponding standard infusion rate, so that the standard infusion rate corresponding to each person can be different, the corresponding standard infusion rate can be set according to the physical quality of different persons, and the monitoring accuracy can be greatly improved.
Description
Technical Field
The invention belongs to the technical field of monitoring and calling, and particularly relates to a monitoring and calling system based on intelligent wrist rings and infusion data.
Background
In the transfusion management of a hospital, the transfusion rate during transfusion can be generally adjusted only according to the experience of medical staff, and the transfusion rate which can be born by people with different physical qualities is judged only by experience, so that the transfusion rate can not be accurately adjusted, and patients can easily generate other adverse reactions due to the problem of the transfusion rate; in addition, in the infusion process, the monitoring mode during infusion management is mostly manually monitored, and only the patient can feel or medical care can be observed in real time, so that the monitoring is not accurate enough, the expected effect cannot be achieved, and a large amount of labor cost is consumed.
Disclosure of Invention
The invention aims to provide a monitoring call system based on intelligent wristband and infusion data, which is used for solving the problems faced in the background technology.
The aim of the invention can be achieved by the following technical scheme:
a monitoring call system based on smart wristband and infusion data, the system comprising:
the hand ring data acquisition module is used for acquiring physiological data information of infusion personnel;
the infusion data acquisition module is used for acquiring infusion rate information during infusion;
the analysis and judgment module is used for receiving the physiological data information and the transfusion rate information, analyzing and judging the received information and generating a corresponding call signal or not;
and the call execution module is used for executing the generated call signal.
Further, the physiological data information includes physiological data information at the time of infusion and physiological data information at the time of non-infusion.
Further, the call signals include a first call signal for monitoring a physical condition during infusion and a second call signal for monitoring a change in infusion rate during infusion.
Further, the analysis and judgment module analyzes and judges the method as follows:
acquiring information of respiration, body temperature, heartbeat and blood pressure of an infusion person;
by the formulaDetermination of physiological parameter value Y during non-infusion N Wherein: r is R 1 Is the respiration value when not in transfusion, R 0 Is the respiratory standard value, delta R when not in transfusion N Is the respiratory deviation value when not in transfusion, T 1 Is the body temperature value when not in transfusion, T 0 Is the standard value of body temperature, delta T when not in transfusion N Is the temperature deviation value when not in transfusion, HR 1 Heart beat value when not in transfusion, HR 0 Is the standard value of heartbeat when not in transfusion, delta HR N Is the heart beat deviation value and BP when not in transfusion 1 Is the blood pressure value and BP when not in transfusion 0 Is the standard blood pressure value delta BP when not in transfusion N Is the blood pressure deviation value when not in transfusion;
then through the formulaSolving the mean value of physiological parameters (I) in non-transfusion>Wherein b-a is a period of time when not infused;
then through the formulaDetermining the physiological parameter value Y during transfusion Y Wherein: r is R 11 Is the respiratory value during transfusion, R 00 Is transfusionStandard value of respiration, deltaR at that time Y Is the respiratory deviation value in transfusion, T 11 Is the body temperature value during transfusion, T 00 Is the standard value of body temperature, delta T during transfusion Y HR as a deviation value of body temperature during infusion 11 Is the heart beat value during transfusion, HR 00 Is the standard value of heart beat when in transfusion, delta HR Y Is the heart beat deviation value, BP when in transfusion 11 Is the blood pressure value and BP during transfusion 00 ΔBP is the standard blood pressure value during transfusion Y Is the blood pressure deviation value during transfusion;
by the formulaObtaining a physiological deviation value Y during transfusion;
the physiological deviation value Y is compared with a physiological deviation threshold Y preset by a system 0 And (3) performing comparison:
if Y is E [0, Y 0 ]The physical condition is normal during transfusion;
otherwise, a first call signal is sent.
Further, the method for analyzing and judging by the analysis and judgment module further comprises the following steps:
obtaining infusion rate v at infusion 0 By v= |v 1 -v 0 I find the infusion rate deviation value v, where v 1 Is the standard infusion rate;
the infusion rate deviation value v and the infusion rate deviation threshold v preset by the system 2 Comparison is performed:
if v is E [0, v 2 ]The transfusion condition is normal;
otherwise, a second call signal is sent out.
Further, under the condition of normal transfusion, in the time t, obtaining a time-dependent curve v of the transfusion transmission rate 0 (t) and every otherTime to obtain the transmission rate of one infusion>By the formula->Determining the fluctuation value F of the infusion rate, wherein +.>t＝t 2 -t 1 ；
The obtained fluctuation change value F of the infusion rate and the preset rate change threshold F of the system 0 And (3) performing comparison:
when the fluctuation change value F of the infusion rate reaches the rate change threshold F 0 And sending out a second call signal.
Further, the standard infusion rate v 1 The acquisition method comprises the following steps:
by the formulaDetermining a standard infusion rate, wherein v X Reference infusion rate, Y, for a preset standard of the system X For standard reference infusion rate v X The corresponding physiological reference value.
Further, the call signals also include a third call signal that is generated when the first call signal and the second call signal occur simultaneously.
The invention has the beneficial effects that:
according to the invention, the analysis and judgment module is used for analyzing and judging the data acquired by the hand ring data acquisition module and the infusion data acquisition module so as to judge whether the body condition of an infusion person occurs during infusion or whether the infusion condition is normal during infusion or whether the body condition of the infusion person occurs during infusion due to the abnormality of the infusion condition or not, so that a call can be accurately made, manual monitoring is not needed, and human resources are saved and meanwhile, the occurrence of some conditions during infusion can be accurately monitored.
The invention can combine the physiological data acquired by the bracelet data acquisition module to set the corresponding standard infusion rate, so that the standard infusion rate corresponding to each person can be different, the corresponding standard infusion rate can be set according to the physical quality of different persons, and the monitoring accuracy can be greatly improved.
The invention can also detect fluctuation of infusion rate during infusion, and can send out a signal to remind medical staff when fluctuation is excessive.
When the invention monitors the physical condition of the transfusion personnel, the physiological parameter values with different sizes can be appointed by the personnel with different physical qualities, so that the physical condition of the transfusion personnel can be monitored, and the monitored structure can be more accurate.
Of course, it is not necessary for any one product to practice the invention to achieve all of the advantages set forth above at the same time.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed for the description of the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a system block diagram of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
As shown in fig. 1, in one embodiment, a monitoring call system based on smart wristband and infusion data is provided, the system comprising:
the hand ring data acquisition module is used for acquiring physiological data information of infusion personnel;
the infusion data acquisition module is used for acquiring infusion rate information during infusion;
the analysis and judgment module is used for receiving the physiological data information and the transfusion rate information, analyzing and judging the received information and generating a corresponding call signal or not;
and the call execution module is used for executing the generated call signal.
According to the technical scheme, the physiological data of the transfusion personnel during transfusion and the physiological data of the non-transfusion are acquired through the bracelet data acquisition module, and the physiological data are analyzed and judged, so that the physical condition of the transfusion personnel during transfusion can be monitored in real time, timely calling is convenient to carry out when problems occur, the transfusion rate information during transfusion is acquired through the transfusion data acquisition module, the transfusion condition during transfusion can be monitored by combining the physiological data of the non-transfusion acquired through the bracelet data acquisition module, and timely calling can be carried out once abnormality occurs.
As one embodiment of the present invention, the physiological data information includes physiological data information at the time of infusion and physiological data information at the time of non-infusion.
According to the technical scheme, as the physiological data information during transfusion possibly deviates from the physiological data information during non-transfusion, the difference between the physical condition of the transfusion personnel during transfusion and the physical condition during non-transfusion can be judged according to the deviation of the physiological data, so that whether the physical condition of the transfusion personnel during transfusion is abnormal relative to the normal physical condition can be judged.
As one embodiment of the present invention, the call signal includes a first call signal for monitoring a physical condition during infusion and a second call signal for monitoring a change in infusion rate during infusion.
Through the technical scheme, the calling signals are classified, the first calling signals can be used for indicating the physical condition of infusion staff, the second calling signals can be used for indicating the change condition of the infusion rate during infusion, and the signals of the first calling signals and the second calling signals can be displayed through different voice broadcasting or different sound frequencies, so that medical staff can timely know that the infusion staff is abnormal during infusion.
As one embodiment of the present invention, the analysis and judgment module analyzes and judges the method as follows:
acquiring information of respiration, body temperature, heartbeat and blood pressure of an infusion person;
by the formulaDetermination of physiological parameter value Y during non-infusion N Wherein: r is R 1 Is the respiration value when not in transfusion, R 0 Is the respiratory standard value, delta R when not in transfusion N Is the respiratory deviation value when not in transfusion, T 1 Is the body temperature value when not in transfusion, T 0 Is the standard value of body temperature, delta T when not in transfusion N Is the temperature deviation value when not in transfusion, HR 1 Heart beat value when not in transfusion, HR 0 Is the standard value of heartbeat when not in transfusion, delta HR N Is the heart beat deviation value and BP when not in transfusion 1 Is the blood pressure value and BP when not in transfusion 0 Is the standard blood pressure value delta BP when not in transfusion N Is the blood pressure deviation value when not in transfusion;
then through the formulaSolving the mean value of physiological parameters (I) in non-transfusion>Wherein b-a is a period of time when not infused;
then through the formulaDetermining the physiological parameter value Y during transfusion Y Wherein: r is R 11 Is the respiratory value during transfusion, R 00 Is the respiratory standard value, delta R during transfusion Y Is the respiratory deviation value in transfusion, T 11 Is the body temperature value during transfusion, T 00 Is the standard value of body temperature, delta T during transfusion Y HR as a deviation value of body temperature during infusion 11 Is the heart beat value during transfusion, HR 00 Is the standard value of heart beat when in transfusion, delta HR Y Is the heart beat deviation value, BP when in transfusion 11 Is the blood pressure value and BP during transfusion 00 ΔBP is the standard blood pressure value during transfusion Y Is the blood pressure deviation value during transfusion;
by the formulaObtaining a physiological deviation value Y during transfusion;
the physiological deviation value Y is compared with a physiological deviation threshold Y preset by a system 0 And (3) performing comparison:
if Y is E [0, Y 0 ]The physical condition is normal during transfusion;
otherwise, a first call signal is sent.
Through the above technical solution, this embodiment provides a specific method for generating the first call signal, firstly, the breathing, body temperature, heartbeat and blood pressure information of the infusion person are obtained through the smart bracelet, so that the physiological condition of the infusion person is judged, and because the physiological conditions corresponding to the people with different ages or different physical qualities are different, if uniform judgment is performed, errors are easy to generate, so that the infusion person wears the smart bracelet before infusion, and the method is as followsDetermining physiological parameter value Y of non-infusion time period N Then ∈0 through the formula->Solving the mean value of physiological parameters (I) in non-transfusion>Mean value of physiological parameters->The normal physiological parameter value of the transfusion personnel before transfusion can be shown, and then the transfusion personnel passes through the formula during transfusionDetermining the physiological parameter value Y during transfusion Y By the formulaThe physiological deviation value Y during transfusion is obtained, thus comparing the mean value of the physiological parameter of each person during non-transfusion with the physiological parameter value obtained during transfusion, the detection result can be more accurate, and when the physiological deviation value Y exceeds the physiological deviation threshold value Y preset by the system 0 And then, indicating that the physical condition of the transfusion personnel is abnormal during transfusion, and sending a first calling signal to remind the medical personnel to check before going up. Through this scheme, can carry out corresponding monitoring according to the personnel of different physical qualities when the infusion to make monitoring result more accurate.
In the technical proposal, deltaR N 、ΔT N 、ΔHR N 、ΔBP N 、ΔR Y 、ΔT Y 、ΔHR Y 、ΔBP Y Y is as follows 0 Can be formulated based on historical empirical data as well as experimental data, and are not described in any great detail herein.
As one embodiment of the present invention, the method for analyzing and judging by the analyzing and judging module further includes:
obtaining infusion rate v at infusion 0 By v= |v 1 -v 0 I find the infusion rate deviation value v, where v 1 Is the standard infusion rate;
the infusion rate deviation value v and the infusion rate deviation threshold v preset by the system 2 Comparison is performed:
if v is E [0, v 2 ]The transfusion condition is normal;
otherwise, a second call signal is sent out.
Through the above technical scheme, the embodiment provides a specific method for generating the second call signal, firstly, the infusion rate during infusion is obtained, the infusion rate can be obtained through the infusion detector, and then the infusion rate is obtained through the formula v= |v 1 -v 0 The infusion rate deviation value is obtained, the obtained real-time infusion rate is compared with the standard infusion rate to obtain the deviation value, when the deviation value exceeds the infusion rate deviation threshold value preset by the system, the infusion is considered abnormal, because the set standard infusion rate is the optimal infusion rate of infusion staff, when the difference between the real-time infusion rate and the standard infusion rate is large, the real-time infusion rate can be considered to be too fast or too slow, the physical condition of the infusion staff can be influenced, therefore, the infusion rate can be automatically monitored well through the scheme without manual monitoring, and a second calling signal is sent to remind the medical staff to check before the threshold value is exceeded, so that the conditions of needle blocking, empty bottle, drip stop and the like during infusion can be timely found.
In the above technical scheme, the infusion rate deviation threshold v 2 The formulation is based on historical data associated with the big data, and is not described in detail herein.
As one implementation mode of the invention, under the normal transfusion condition, a curve v of the transfusion transmission rate along with time is obtained in the time t 0 (t) and every otherTime to obtain the transmission rate of one infusion>By the formulaDetermining the fluctuation value F of the infusion rate, wherein +.>
The obtained fluctuation change value F of the infusion rate and the preset rate change threshold F of the system 0 And (3) performing comparison:
when the fluctuation change value F of the infusion rate reaches the rate change threshold F 0 And sending out a second call signal.
Through the above technical scheme, the present embodiment provides a method for judging fluctuation of infusion rate during infusion, because when the infusion condition is normal, although the deviation value of the infusion rate does not exceed the preset threshold value of the system, if the infusion rate is changed greatly in a period of time, the infusion personnel will be affected, so that in the period of time t, every other timeTime to obtain the transmission rate of one infusion>By the formula->Determining the fluctuation value F of the infusion rate so as to judge the fluctuation of the infusion rate in a period of time, wherein +.>Representing the degree of fluctuation dispersion of the acquired infusion transmission rates, when +.>The larger the fluctuation, the larger the explanation, and +.>Indicating the wave transfusion transmission rate curve in the periodSlope of line change, when->The larger the slope change, the larger the fluctuation, and therefore the formula +.>It can be seen that the infusion rate fluctuates during this period of time when the infusion rate fluctuation variation value F reaches the rate variation threshold value F 0 When the fluctuation change value exceeds the preset range, if the fluctuation change value is always at the secondary infusion rate, the physical condition of the infusion staff can be influenced, and a second calling signal can be sent out to remind the medical staff.
In the above technical solution, the time of t can be manually determined, and the preset rate change threshold F 0 The formulation is based on historical data associated with the big data, and is not described in detail herein.
As one embodiment of the invention, the standard infusion rate v 1 The acquisition method comprises the following steps:
by the formulaDetermining a standard infusion rate, wherein v X Reference infusion rate, Y, for a preset standard of the system X For standard reference infusion rate v X The corresponding physiological reference value.
By the technical scheme, because the corresponding standard infusion rates of the personnel with different physical qualities are different, the infusion rates of the old and the children are smaller than the infusion rate of the adults, and errors are easy to cause if unified division is carried out, a standard reference infusion rate v is firstly set according to the related historical data X And setting a standard physiological reference value Y at the standard reference infusion rate X Finally, combining the physiological parameter mean value obtained in advance during non-transfusionBy the formulaThe standard infusion rate is obtained, so that the standard infusion rate corresponding to each person is different, and the monitoring accuracy can be greatly improved.
As an embodiment of the present invention, the call signal further includes a third call signal generated when the first call signal and the second call signal occur simultaneously.
Through the technical scheme, the infusion device further comprises a third call signal, when the first call signal only appears, the second call signal does not appear, and the infusion device can be considered that infusion personnel does not have physical condition discomfort caused by infusion rate, and the infusion device can possibly have self discomfort caused by reasons of drug allergy and the like.
The foregoing is merely illustrative and explanatory of the principles of the invention, as various modifications and additions may be made to the specific embodiments described, or similar thereto, by those skilled in the art, without departing from the principles of the invention or beyond the scope of the appended claims.
Claims (8)
1. A monitoring call system based on smart wristband and infusion data, the system comprising:
the hand ring data acquisition module is used for acquiring physiological data information of infusion personnel;
the infusion data acquisition module is used for acquiring infusion rate information during infusion;
the analysis and judgment module is used for receiving the physiological data information and the transfusion rate information, analyzing and judging the received information and generating a corresponding call signal or not;
and the call execution module is used for executing the generated call signal.
2. The system of claim 1, wherein the physiological data information comprises physiological data information during infusion and physiological data information during non-infusion.
3. The monitoring and calling system based on smart band and infusion data according to claim 2, wherein the calling signals comprise a first calling signal for monitoring physical condition during infusion and a second calling signal for monitoring infusion rate change during infusion.
4. The monitoring call system based on intelligent bracelet and infusion data according to claim 3, wherein the analysis and judgment module analyzes and judges the method as follows:
acquiring information of respiration, body temperature, heartbeat and blood pressure of an infusion person;
by the formulaDetermination of physiological parameter value Y during non-infusion N Wherein: r is R 1 Is the respiration value when not in transfusion, R 0 Is the respiratory standard value, delta R when not in transfusion N Is the respiratory deviation value when not in transfusion, T 1 Is the body temperature value when not in transfusion, T 0 Is the standard value of body temperature, delta T when not in transfusion N Is the temperature deviation value when not in transfusion, HR 1 Heart beat value when not in transfusion, HR 0 Is the standard value of heartbeat when not in transfusion, delta HR N Is heart beat deviation when not in transfusionDifference, BP 1 Is the blood pressure value and BP when not in transfusion 0 Is the standard blood pressure value delta BP when not in transfusion N Is the blood pressure deviation value when not in transfusion;
then through the formulaSolving the mean value of physiological parameters (I) in non-transfusion>Wherein b-a is a period of time when not infused;
then through the formulaDetermining the physiological parameter value Y during transfusion Y Wherein: r is R 11 Is the respiratory value during transfusion, R 00 Is the respiratory standard value, delta R during transfusion Y Is the respiratory deviation value in transfusion, T 11 Is the body temperature value during transfusion, T 00 Is the standard value of body temperature, delta T during transfusion Y HR as a deviation value of body temperature during infusion 11 Is the heart beat value during transfusion, HR 00 Is the standard value of heart beat when in transfusion, delta HR Y Is the heart beat deviation value, BP when in transfusion 11 Is the blood pressure value and BP during transfusion 00 ΔBP is the standard blood pressure value during transfusion Y Is the blood pressure deviation value during transfusion;
by the formulaObtaining a physiological deviation value Y during transfusion;
the physiological deviation value Y is compared with a physiological deviation threshold Y preset by a system 0 And (3) performing comparison:
if Y is E [0, Y 0 ]The physical condition is normal during transfusion;
otherwise, a first call signal is sent.
5. The monitoring call system based on intelligent wristband and infusion data according to claim 4, wherein the method for analyzing and judging by the analyzing and judging module further comprises:
obtaining infusion rate v at infusion 0 By v= |v 1 -v 0 I find the infusion rate deviation value v, where v 1 Is the standard infusion rate;
the infusion rate deviation value v and the infusion rate deviation threshold v preset by the system 2 Comparison is performed:
if v is E [0, v 2 ]The transfusion condition is normal;
otherwise, a second call signal is sent out.
6. The monitoring and calling system based on intelligent hand ring and transfusion data as claimed in claim 5, wherein, under the transfusion condition, in the time t, the curve v of transfusion transmission rate with time is obtained 0 (t) and every otherTime to obtain the transmission rate of one infusion>By the formula->Determining the fluctuation value F of the infusion rate, wherein +.>t＝t 2 -t 1 ；
The obtained fluctuation change value F of the infusion rate and the preset rate change threshold F of the system 0 And (3) performing comparison:
when the fluctuation change value F of the infusion rate reaches the rate change threshold F 0 And sending out a second call signal.
7. A smart band and a smart band-based device as claimed in claim 6A monitoring call system of transfusion data, characterized in that, the standard transfusion rate v 1 The acquisition method comprises the following steps:
by the formulaDetermining a standard infusion rate, wherein v X Reference infusion rate, Y, for a preset standard of the system X For standard reference infusion rate v X The corresponding physiological reference value.
8. The smart band and infusion data based monitoring and calling system of claim 7 wherein the calling signal further comprises a third calling signal, the third calling signal being generated when the first calling signal and the second calling signal are concurrent.
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Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN205181914U (en) * | 2015-10-14 | 2016-04-27 | 南京金同润医疗科技有限公司 | Infusion monitor system |
| CN106137157A (en) * | 2016-07-26 | 2016-11-23 | 汕头大学医学院第附属医院 | A kind of transfusion adverse reaction monitoring alarm device |
| US20190313917A1 (en) * | 2016-10-21 | 2019-10-17 | Huawei Technologies Co., Ltd. | Calibration Method for Blood Pressure Measuring Device, and Blood Pressure Measuring Device |
| CN110960750A (en) * | 2019-11-11 | 2020-04-07 | 云南大学 | Intelligent Internet of things monitoring system and method for intravenous drip |
| CN113663156A (en) * | 2021-09-28 | 2021-11-19 | 常德职业技术学院 | Intelligent infusion nursing system based on multi-sensor fusion technology |
| CN114420283A (en) * | 2022-01-19 | 2022-04-29 | 宁波蓝夜网络科技有限公司 | Intelligent hospital ward remote video monitoring management cloud platform based on 5G network technology |
| CN116509350A (en) * | 2023-07-03 | 2023-08-01 | 云天智能信息(深圳)有限公司 | Medical monitoring system based on intelligent bracelet |
-
2023
- 2023-08-28 CN CN202311087094.6A patent/CN117122770B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN205181914U (en) * | 2015-10-14 | 2016-04-27 | 南京金同润医疗科技有限公司 | Infusion monitor system |
| CN106137157A (en) * | 2016-07-26 | 2016-11-23 | 汕头大学医学院第附属医院 | A kind of transfusion adverse reaction monitoring alarm device |
| US20190313917A1 (en) * | 2016-10-21 | 2019-10-17 | Huawei Technologies Co., Ltd. | Calibration Method for Blood Pressure Measuring Device, and Blood Pressure Measuring Device |
| CN110960750A (en) * | 2019-11-11 | 2020-04-07 | 云南大学 | Intelligent Internet of things monitoring system and method for intravenous drip |
| CN113663156A (en) * | 2021-09-28 | 2021-11-19 | 常德职业技术学院 | Intelligent infusion nursing system based on multi-sensor fusion technology |
| CN114420283A (en) * | 2022-01-19 | 2022-04-29 | 宁波蓝夜网络科技有限公司 | Intelligent hospital ward remote video monitoring management cloud platform based on 5G network technology |
| CN116509350A (en) * | 2023-07-03 | 2023-08-01 | 云天智能信息(深圳)有限公司 | Medical monitoring system based on intelligent bracelet |
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