CN110507294A - First-aid system based on internet information transmitting - Google Patents
First-aid system based on internet information transmitting Download PDFInfo
- Publication number
- CN110507294A CN110507294A CN201910726511.4A CN201910726511A CN110507294A CN 110507294 A CN110507294 A CN 110507294A CN 201910726511 A CN201910726511 A CN 201910726511A CN 110507294 A CN110507294 A CN 110507294A
- Authority
- CN
- China
- Prior art keywords
- data
- temperature compensation
- compensation resistance
- vital sign
- value
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/01—Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
- A61B5/02055—Simultaneously evaluating both cardiovascular condition and temperature
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/318—Heart-related electrical modalities, e.g. electrocardiography [ECG]
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B7/00—Instruments for auscultation
-
- 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
- A61M16/00—Devices for influencing the respiratory system of patients by gas treatment, e.g. mouth-to-mouth respiration; Tracheal tubes
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/18—Applying electric currents by contact electrodes
- A61N1/32—Applying electric currents by contact electrodes alternating or intermittent currents
- A61N1/36—Applying electric currents by contact electrodes alternating or intermittent currents for stimulation
- A61N1/362—Heart stimulators
- A61N1/365—Heart stimulators controlled by a physiological parameter, e.g. heart potential
Abstract
The present invention provides a kind of first-aid systems based on internet information transmitting, including user terminal Data monitoring subsystem, 120 end data monitoring subsystems and hospital's end data to receive system；User terminal Data monitoring subsystem includes the first data monitoring device, the first data transmitter-receiver set and the first display device, first data monitoring device is used to detect the vital sign data of patient, and the first data transmitter-receiver set is for constantly sending the vital sign data；120 end data monitoring subsystems include the second data monitoring device, the second data transmitter-receiver set and the second display device, and the second data monitoring device is used to detect the vital sign data of patient, and the second data transmitter-receiver set is for constantly sending the vital sign data；Hospital's end data receiving subsystem includes third data transmitter-receiver set and third display device, and third data transmitter-receiver set receives the first data transmitter-receiver set and the vital sign data of the second data transmitter-receiver set connection is shown.
Description
Technical field
The present invention relates to medical treatment, Internet technical field, and in particular to a kind of first aid system based on internet information transmitting
System.
Background technique
The unified calling for help telephone number in China is " 120 ".Dialing 120 is that most simple and efficient side is called for help to first-aid centre
Formula.First-aid centre is to service for 24 hours, as long as Severe acute disease occurs outside hospital, can beat " 120 " at any time and look in first aid
The heart wants ambulance.
After having patient acute disease occur and dial " 120 ", 120 ambulance can be reached in time at where patient, and is carried out
Tentatively judge the symptom of patient, but in the process, 120 rescue personnel can not know the vital signs number of patient in time
According to (including temperature, pulse and blood pressure etc.), patient can not tentatively be given treatment to according to these situations, it is also necessary to interim right
The detection of patient body vital sign data, has delayed therapeutic time.
Summary of the invention
The present invention provides a kind of first-aid system based on internet information transmitting, and 120 salvors can be made to reach patient
The vital sign data that patient is just obtained behind place, does not need to measure again, reaches the purpose and effect given treatment in time patient.
A kind of first-aid system based on internet information transmitting, including following user terminal Data monitoring subsystem, 120 end numbers
System is received according to monitoring subsystem and hospital's end data；
The user terminal Data monitoring subsystem includes that the first data monitoring device, the first data transmitter-receiver set and first are aobvious
Showing device, the first data monitoring device are used to detect the vital sign data of patient, and the first data transmitter-receiver set is for constantly sending out
Send the vital sign data；
The 120 end data monitoring subsystem includes that the second data monitoring device, the second data transmitter-receiver set and second are aobvious
Showing device, the second data monitoring device are used to detect the vital sign data of patient, and the second data transmitter-receiver set is for constantly sending out
Send the vital sign data；
Hospital's end data receiving subsystem includes third data transmitter-receiver set and third display device, the third number
It is connect respectively with the first data transmitter-receiver set and the second data transmitter-receiver set according to R-T unit, third data transmitter-receiver set connects respectively
It receives the vital sign data of the first data transmitter-receiver set and the connection of the second data transmitter-receiver set and is shown by display device.
Further,
First data monitoring device includes wearable device, and the wearable device includes shell and is set on shell
Pulse detection module, heart rate detection module, temperature detecting module and blood pressure detecting module；
The vital sign data includes any one in pulse data, heart rate data, temperature data and blood pressure data
Kind is a variety of.
Further,
First data transmitter-receiver set, the second data transmitter-receiver set and third data transmitter-receiver set respectively with gown
Business device connection, stores for vital sign data to be respectively sent to server, wherein each vital sign data is distinguished
With corresponding unique identity information；
Second data transmitter-receiver set is connect with any one in the first data transmitter-receiver set or server, and is received
The vital sign data of first data transmitter-receiver set transmission is simultaneously shown by the second display device；
Appointing in the third data transmitter-receiver set and the first data transmitter-receiver set, the second data transmitter-receiver set or server
Meaning one or multi-connection, and receive vital sign data, the second data transmitter-receiver set that the first data transmitter-receiver set is sent and send
Vital sign data and shown by third display device.
Further,
First data transmitter-receiver set, the second data transmitter-receiver set and third data transmitter-receiver set include WIFI communication
Module, infrared communication module, bluetooth communication module, high speed data lines, 2G cellular communication module, 3G cellular communication module, 4G bee
Any one or more in nest communication module, 5G cellular communication module and Local network communication module.
Further,
Second data monitoring device is cardiac monitoring pacemaker, electrocardiograph, cardiopulmonary monitoring recovery tank, oxygen monitoring
And any one or more in offer device, stethoscope, blood pressure device and temperature-detecting device.
Further,
The wearable device includes arm wearing portion and neck wearing portion, and the arm wearing portion includes the first cloth
Expect that ontology, the neck wearing portion include the second cloth ontology；
The pulse detection module, heart rate detection module and blood pressure detecting module be respectively arranged at the first cloth ontology and
The inside of second cloth ontology；
First data transmitter-receiver set is set to the inside of the first cloth ontology and the second cloth ontology, and described first is aobvious
Showing device is set to the surface of the first cloth ontology or the second cloth ontology；
The temperature detecting module include the first temperature sensor and temperature compensation means, first temperature sensor with
And temperature compensation means connects to the control circuit respectively.
Further,
Detecting control circuit includes temperature-compensation circuit, reference circuit and subtraction circuit, the temperature-compensation circuit packet
The first temperature compensation resistance R1, the second temperature compensation resistance R2 and third temperature compensation resistance R3 being arranged in series are included, wherein the first temperature compensation resistance
The node of R1 and the second temperature compensation resistance R2 are connected with first diode is grounded setting；
The node of second temperature compensation resistance R2 and third temperature compensation resistance R3 are put with the 4th temperature compensation resistance R4 and the second operation
The positive input connection of big device U2, the reverse input end that amplifier U2 is put in the second operation pass through the 5th temperature compensation resistance R5 and second
Operation put amplifier U2 output end connection, the second operation put amplifier U2 output end and the 5th temperature compensation electronics R5 node and
The anode of second thyristor D2 connects, and the cathode of the second thyristor D2 is connect with the 11st temperature compensation resistance R11, the second thyristor D2
Cathode and the 11st temperature compensation resistance R11 second node connecting connect with first capacitor C1 ground connection, the yin of the second thyristor D2
The first node that pole is connect with the 11st temperature compensation resistance R11 is connected ground connection with the second capacitor C2, the cathode of the second thyristor D2 with
The third node of 11st temperature compensation resistance R11 connection is connected ground connection with third capacitor C3；
The reference circuit includes the 6th temperature compensation resistance R6, the 7th temperature compensation resistance R7 and the 8th temperature compensation resistance R8, wherein the
Six temperature compensation resistance R6, the 7th temperature compensation resistance R7 and the 8th temperature compensation resistance R8 series connection ground connection, the 6th temperature compensation resistance R6 are connected to power supply,
The cathode of the node and the second thyristor D2 of 7th temperature compensation resistance R7 and the 8th temperature compensation resistance R8 and the 11st temperature compensation resistance R11 connect
It connects；
The subtraction circuit includes the first operational amplifier U1, the 9th temperature compensation resistance R9, the tenth temperature compensation resistance R10, the tenth
One temperature compensation resistance R11, the 12nd temperature compensation resistance R12, wherein the positive input of the first operational amplifier U1 passes through the 9th temperature compensation
Resistance R9 is connect with temperature sensor, and the positive input and output end of the first operational amplifier U1 passes through the tenth temperature compensation resistance
R10 connection, the reverse input end of the first operational amplifier U1 are connect with the 11st temperature compensation resistance R11, the first operational amplifier U1
It connects with the 12nd temperature compensation resistance R12 ground connection with the node of the 11st temperature compensation resistance R11；
The output end of first operational amplifier U1 is connect with processor, and processor is connect with display device, and processor is by
The analog quantity electric current of one operational amplifier U1 output is converted into digital quantity current signal and is shown by display device.
In one embodiment, the vital sign data that the user terminal Data monitoring subsystem is received according into
Row emergency measure intelligent recommendation, the intelligent recommendation include the following steps:
Step S1, an intelligent recommendation data set is constructed, the money configuration data collection is four metadata sets:
N=(V, J, S, T)
Wherein, N is four metadata sets of building, and V is real-time vital characteristic data set, and J is emergency measure data set, and S is
Measure characteristic data set, T are time information data collection, and described data set V, J, S, T are matrix, and V is the matrix of N1 row Q1 column,
The expression of N1 row obtains N1 vital sign data, and the vital sign data is arranged according to time inverted order, and the last time receives
The vital sign data arrived is first of matrix V what feature data, the first N1 times vital signs received of current point in time
Data are the N1 articles vital sign data, and Q1 is classified as every vital sign data and is measured from Q1 index；
Matrix J contains N2 row Q1 column, and the N2 row indicates to contain N2 emergency measure, and Q2 column indicate every emergency measure institute
Corresponding Q1 vital signs measurement index, and the measurement index of the Q1 vital signs and implementation vital sign data concentration
The measurement index of Q1 vital signs is identical；
Matrix S is the preset value of N2 row Q1 column, and the value of preset value is between -1 to 1；
Matrix T is the value of preset 1 row N2 column, and described value is the striking wave number column of inverted order；
Step S2, all data nondimensionalizations in matrix V and matrix J are handled using formula (1)；
Wherein, V1i,jFor the value that the i-th row j of matrix V 1 is arranged, that is, for matrix Vi,jDimensionless treated value, Vi,j
For j-th of finger target value of the i-th data of real-time vital characteristic data set, i.e. the value of the i-th row j column of matrix V, min () is
Take minimum value in bracket, Vi1,jFor j-th of finger target value of the i-th 1 datas of real-time vital characteristic data set, as matrix V
I1 row j column value, J1i2,jFor the value of the i-th 2 row j column of matrix J 1, that is, for matrix Ji2,jDimensionless treated value,
Ji2,jFor j-th of finger target value of the i-th 2 emergency measures of emergency measure data set, the as value of the i2 row j column of matrix J,
Ji3,jFor j-th of finger target value of the i-th 3 emergency measures of emergency measure data set, the as value of the i3 row j column of matrix J, i
=1,2,3 ... N1, the Q1 of j=1,2,3 ...；I1=1,2,3 ... N1, i3=1,2,3 ... N2, the N2 of i2=1,2,3 ...；
Step S3, the treatment score between vital sign data collection and emergency measure data set is calculated using formula (2):
Wherein, Fi,jFor i-th article of vital signs index value in life characteristic data set and the in emergency measure data set
Treatment score between j data, V1i,t1Be it is no quantization after real-time vital characteristic data set the i-th data t1
Refer to target value, J1j,t1Be it is no quantization after emergency measure data set j-th strip data the t1 finger target value, Sj,t1Measure is special
Levy the value of the jth row t1 column of data set, i=1,2,3 ... N1, j=1,2,3 ... N2, the Q1 of t1=1,2,3 ...；
Step S4, emergency measure intelligent recommendation is determined using the vital sign data that formula (3) is received according to
Emergency measure；
Wherein, FN1,N2For in the N1 articles vital signs index value and emergency measure data set in life characteristic data set
Treatment score between N2 data, TN1For the N1 value of time information data collection, (T1,T2,T3…TN1) it is to believe the time
Data set is ceased, rt is final intelligent recommendation vector, if z-th of value in vector rt is maximum, the z articles in emergency measure data set
The corresponding emergency measure of data is then the emergency measure of intelligent recommendation.
Other features and advantages of the present invention will be illustrated in the following description, also, partly becomes from specification
It obtains it is clear that understand through the implementation of the invention.The objectives and other advantages of the invention can be by written explanation
Specifically noted structure is achieved and obtained in book, claims and attached drawing.
Below by drawings and examples, technical scheme of the present invention will be described in further detail.
Detailed description of the invention
Attached drawing is used to provide further understanding of the present invention, and constitutes part of specification, with reality of the invention
It applies example to be used to explain the present invention together, not be construed as limiting the invention.In the accompanying drawings:
Fig. 1 is the structural schematic diagram for the first-aid system transmitted based on internet information；
Fig. 2 is the structural schematic diagram of family end data monitoring subsystem；
Fig. 3 is the wearing schematic diagram with arm wearing portion and neck wearing portion；
Fig. 4 is the structural schematic diagram for detecting control circuit.
Appended drawing reference:
1, neck wearing portion；2, arm wearing portion；01, temperature-compensation circuit；02, reference circuit；03, subtraction electricity
Road.
Specific embodiment
Hereinafter, preferred embodiments of the present invention will be described with reference to the accompanying drawings, it should be understood that preferred reality described herein
Apply example only for the purpose of illustrating and explaining the present invention and is not intended to limit the present invention.
The embodiment of the invention provides a kind of first-aid system based on internet information transmitting, its structure as shown in Figure 1 is shown
It is intended to, including following user terminal Data monitoring subsystem, 120 end data monitoring subsystems and hospital's end data receive system；
As shown in Fig. 2, the user terminal Data monitoring subsystem includes the first data monitoring device, the first data transmit-receive dress
It sets and is used to detect the vital sign data of patient, the first data transmitter-receiver set with the first display device, the first data monitoring device
For constantly sending the vital sign data；
The 120 end data monitoring subsystem includes that the second data monitoring device, the second data transmitter-receiver set and second are aobvious
Showing device, the second data monitoring device are used to detect the vital sign data of patient, and the second data transmitter-receiver set is for constantly sending out
Send the vital sign data；
Hospital's end data receiving subsystem includes third data transmitter-receiver set and third display device, the third number
It is connect respectively with the first data transmitter-receiver set and the second data transmitter-receiver set according to R-T unit, third data transmitter-receiver set connects respectively
It receives the vital sign data of the first data transmitter-receiver set and the connection of the second data transmitter-receiver set and is shown by display device.
The effect and principle of above-mentioned technical proposal are:
The vital sign of patient can be monitored in real time by user terminal Data monitoring subsystem, and generate life spy
Data are levied, when there is patient to be in an emergency, to patient monitoring and the can be passed through by user terminal Data monitoring subsystem
One data transmitter-receiver set carries out being sent to 120 end data monitoring subsystems or hospital's end data receiving subsystem, enables doctor
A part of vital sign data of patient is recognized without measurement.It is reached on 120 emergency tenders and medical staff
When at patient, the vital sign data that 120 end data monitoring subsystems receive the input of user terminal Data monitoring subsystem is laggard
Row display, is then connect by 120 end data monitoring subsystems and is monitored to the vital sign data of patient and is sent in real time
At hospital's end data receiving subsystem, so that the doctor at hospital will appreciate that the vital sign data variable quantity of patient, due to
Patient be sent into hospital before vital sign data grasped by doctor so that patient after being sent into hospital without to patient into
The comprehensive vital sign data monitoring of row, can succour in time patient.
In one embodiment, as shown in Fig. 2, the first data monitoring device includes wearable device, the wearable device packet
Pulse detection module, heart rate detection module, temperature detecting module and the blood pressure detecting module for including shell and being set on shell；
The vital sign data includes any one or more in pulse data, heart rate data, temperature data and blood pressure data.
The effect and principle of above-mentioned technical proposal are:
Wherein shell can be cloth, plastics, and have certain elasticity, so that wearable device facilitates patient to wear
It wears, pulse detection module, heart rate detection module, temperature detecting module and blood pressure detecting module is able to and people after wearing
Body is bonded, and effective vital sign data monitoring is able to carry out.
In one embodiment, first data transmitter-receiver set, the second data transmitter-receiver set and third data transmit-receive
Device is connect with hospital server respectively, is stored for vital sign data to be respectively sent to server, wherein each
Vital sign data is respectively provided with corresponding unique identity information；
Second data transmitter-receiver set is connect with any one in the first data transmitter-receiver set or server, and is received
The vital sign data of first data transmitter-receiver set transmission is simultaneously shown by the second display device；
Appointing in the third data transmitter-receiver set and the first data transmitter-receiver set, the second data transmitter-receiver set or server
Meaning one or multi-connection, and receive vital sign data, the second data transmitter-receiver set that the first data transmitter-receiver set is sent and send
Vital sign data and shown by third display device.
The effect and principle of above-mentioned technical proposal are:
It can be carried out respectively by the first data transmitter-receiver set, the second data transmitter-receiver set and third data transmitter-receiver set
The transmitting-receiving of data, so that user terminal Data monitoring subsystem, 120 end data monitoring subsystems and hospital's end data receive subsystem
System either directly carries out data interaction by server, the purpose and effect for reaching transmitting mutually, sharing vital sign data.
And each vital sign data corresponds to unique identity information, so that vital sign data is not in mistake, avoids two
The vital sign data alias condition of a patient occurs.
In one embodiment, first data transmitter-receiver set, the second data transmitter-receiver set and third data transmit-receive
Device includes WIFI communication module, infrared communication module, bluetooth communication module, high speed data lines, 2G cellular communication module, 3G bee
Any one or more in nest communication module, 4G cellular communication module, 5G cellular communication module and Local network communication module.
The effect and principle of above-mentioned technical proposal are:
Each first data transmitter-receiver set, the second data transmitter-receiver set and third data transmitter-receiver set are respectively provided with
Multiple communication modes pass through WIFI communication module, infrared communication module, bluetooth communication module and height during short-range transmission
Fast data line carries out the transmitting-receiving of vital sign data, passes through 2G cellular communication module, 3G cellular based communication during remote transmission
Module, 4G cellular communication module, 5G cellular communication module carry out the transmitting-receiving of vital sign data.
In one embodiment, second data monitoring device is cardiac monitoring pacemaker, electrocardiograph, cardiopulmonary monitoring
Recovery tank, oxygen monitoring and provide device, stethoscope, any one or more in blood pressure device and temperature-detecting device.
In one embodiment, as shown in figure 3, the wearable device includes arm wearing portion and neck wearing portion,
The arm wearing portion includes the first cloth ontology, and the neck wearing portion includes the second cloth ontology；
The pulse detection module, heart rate detection module and blood pressure detecting module be respectively arranged at the first cloth ontology and
The inside of second cloth ontology；
First data transmitter-receiver set is set to the inside of the first cloth ontology and the second cloth ontology, and described first is aobvious
Showing device is set to the surface of the first cloth ontology or the second cloth ontology；
The temperature detecting module include the first temperature sensor and temperature compensation means, first temperature sensor with
And temperature compensation means connects to the control circuit respectively.
The effect and principle of above-mentioned technical proposal are:
Since patient is during happening suddenly illness, if arm inconvenience wears the arm wearing portion of wearable device
Neck wearing portion can also be dressed by neck if wearing, if instead neck inconvenience is to the neck of wearable device
Wearing portion can also dress arm wearing portion by arm if being dressed.
In one embodiment, its structural schematic diagram as shown in Figure 4, detection control circuit includes temperature-compensation circuit, base
Quasi- circuit and subtraction circuit, the temperature-compensation circuit include the first temperature compensation resistance R1, the second temperature compensation resistance being arranged in series
R2 and third temperature compensation resistance R3, wherein the node of the first temperature compensation resistance R1 and the second temperature compensation resistance R2 are connected with first diode
Ground connection setting；
The node of second temperature compensation resistance R2 and third temperature compensation resistance R3 are put with the 4th temperature compensation resistance R4 and the second operation
The positive input connection of big device U2, the reverse input end that amplifier U2 is put in the second operation pass through the 5th temperature compensation resistance R5 and second
Operation put amplifier U2 output end connection, the second operation put amplifier U2 output end and the 5th temperature compensation electronics R5 node and
The anode of second thyristor D2 connects, and the cathode of the second thyristor D2 is connect with the 11st temperature compensation resistance R11, the second thyristor D2
Cathode and the 11st temperature compensation resistance R11 second node connecting connect with first capacitor C1 ground connection, the yin of the second thyristor D2
The first node that pole is connect with the 11st temperature compensation resistance R11 is connected ground connection with the second capacitor C2, the cathode of the second thyristor D2 with
The third node of 11st temperature compensation resistance R11 connection is connected ground connection with third capacitor C3；
The reference circuit includes the 6th temperature compensation resistance R6, the 7th temperature compensation resistance R7 and the 8th temperature compensation resistance R8, wherein the
Six temperature compensation resistance R6, the 7th temperature compensation resistance R7 and the 8th temperature compensation resistance R8 series connection ground connection, the 6th temperature compensation resistance R6 are connected to power supply,
The cathode of the node and the second thyristor D2 of 7th temperature compensation resistance R7 and the 8th temperature compensation resistance R8 and the 11st temperature compensation resistance R11 connect
It connects；
The subtraction circuit includes the first operational amplifier U1, the 9th temperature compensation resistance R9, the tenth temperature compensation resistance R10, the tenth
One temperature compensation resistance R11, the 12nd temperature compensation resistance R12, wherein the positive input of the first operational amplifier U1 passes through the 9th temperature compensation
Resistance R9 is connect with temperature sensor, and the positive input and output end of the first operational amplifier U1 passes through the tenth temperature compensation resistance
R10 connection, the reverse input end of the first operational amplifier U1 are connect with the 11st temperature compensation resistance R11, the first operational amplifier U1
It connects with the 12nd temperature compensation resistance R12 ground connection with the node of the 11st temperature compensation resistance R11；
The output end of first operational amplifier U1 is connect with processor, and processor is connect with display device, and processor is by
The analog quantity electric current of one operational amplifier U1 output is converted into digital quantity current signal and is shown by display device.
Temperature-compensation circuit exports offset voltage according to the case where temperature, when temperature is higher, pressure sensor S output
Detection voltage can increase, and temperature-compensation circuit can also export higher offset voltage at this time, at the big device U1 of the first operation method
Make the difference error for detecting voltage and merging between reference voltage minimum when being compared.Reach reduction in the above manner to miss
The purpose of difference.The temperature drift of first diode D1 in temperature-compensation circuit is a linearity curve, and the resistance value of resistance is ok
Several kilohms even tens kilohms are transferred to, but first diode D1 and power supply series connection are grounded, so that it occurs according to temperature
Second operational amplifier U2 is amplified while variation, is amplified with this to the temperature drift of first diode D1, is passed through
One capacitor C1, the second capacitor C2 and third capacitor C3 carry out pressure stabilizing, export stable voltage to the big device U1 of the first operation method
Reverse input end.Partial pressure is carried out by the 6th temperature compensation resistance R6, the 7th temperature compensation resistance R7 and the 8th temperature compensation resistance R8 to reach
The purpose of reference voltage, reference voltage and temperature compensation voltage at the node of the 7th temperature compensation resistance R7 and the 8th temperature compensation resistance R8 are provided
Reference voltage is merged in conjunction with being formed, reaching the big device U1 of the first operation method will test voltage and merge error when reference voltage carries out
Reduced purpose and effect.By subtraction circuit respectively by temperature sensor output detection voltage value and fusion reference voltage into
Row subtracts each other, so that the human body temperature of temperature detecting module measurement is more accurate, and temperature compensation means is set to wearing and sets
Standby outside enables the detection control circuit to compensate the temperature of outdoor temperature and human body, so that the detection control
Human body temperature measured by circuit processed is more accurate.
In one embodiment, the vital sign data that the user terminal Data monitoring subsystem is received according into
Row emergency measure intelligent recommendation, the intelligent recommendation include the following steps:
Step S1, an intelligent recommendation data set is constructed, the money configuration data collection is four metadata sets:
N=(V, J, S, T)
Wherein, N is four metadata sets of building, and V is real-time vital characteristic data set, and J is emergency measure data set, and S is
Measure characteristic data set, T are time information data collection, and described data set V, J, S, T are matrix, and V is the matrix of N1 row Q1 column,
The expression of N1 row obtains N1 vital sign data, and the vital sign data is arranged according to time inverted order, and the last time receives
The vital sign data arrived is first of matrix V what feature data, the first N1 times vital signs received of current point in time
Data are the N1 articles vital sign data, and Q1 is classified as every vital sign data and is measured from Q1 index；
Wherein, the N1 index includes pulse, heart rate, temperature, blood pressure etc.；
Matrix J contains N2 row Q1 column, and the N2 row indicates to contain N2 emergency measure, and Q2 column indicate every emergency measure institute
Corresponding Q1 vital signs measurement index, and the measurement index of the Q1 vital signs and implementation vital sign data concentration
The measurement index of Q1 vital signs is identical；
Wherein, there may be duplicate emergency measures for the N2 emergency measure, i.e., for example possible 3rd, 5,6 article of emergency is arranged
Applying all is CPR, but the value of this corresponding vital signs measurement index of three CPR is not identical i.e. may
3rd article of corresponding pulse be 47, heart rate 82, temperature 36.2, blood pressure systolic pressure 80, blood pressure diastolic pressure 67,
5th article of corresponding pulse be 77, heart rate 52, temperature 37, blood pressure systolic pressure 88, blood pressure diastolic pressure 60,
6th article of corresponding pulse be 77, heart rate 82, temperature 37, blood pressure systolic pressure 63, blood pressure diastolic pressure 59.
Matrix S is the preset value of N2 row Q1 column, and the value of preset value is between -1 to 1；
It is preset when for example, wherein presetting according to the relationship between the emergency measure and index, such as the 2nd kind of emergency
Measure can reduce by the value of first characteristic index, and then described value is negative value, and the larger then described value of described value decline close to-
1, such as -0.95, then the value of the 2nd row 1 column of the matrix S is -095,2 kinds of emergency measures can play second index
Raised effect, then described value is positive number, but impact effect is smaller, then described value can be 0.3, i.e. the 2nd row the 2nd of matrix S
The value of column is 0.3.
Matrix T is the value of preset 1 row N2 column, and described value is the striking wave number column of inverted order；
The striking wave number is classified as 1,1,2,3,5,8 ..., and the ordered series of numbers of formation, i.e. latter value are the sum of the first two value, and fall
The striking wave number of sequence, which is classified as, upsides down sequence for striking wave number column, the last one value is 1；
Step S2, all data nondimensionalizations in matrix V and matrix J are handled using formula (1)；
Wherein, V1i,jFor the value that the i-th row j of matrix V 1 is arranged, that is, for matrix Vi,jDimensionless treated value, Vi,j
For j-th of finger target value of the i-th data of real-time vital characteristic data set, i.e. the value of the i-th row j column of matrix V, min () is
Take minimum value in bracket, Vi1,jFor j-th of finger target value of the i-th 1 datas of real-time vital characteristic data set, as matrix V
I1 row j column value, J1i2,jFor the value of the i-th 2 row j column of matrix J 1, that is, for matrix Ji2,jDimensionless treated value,
Ji2,jFor j-th of finger target value of the i-th 2 emergency measures of emergency measure data set, the as value of the i2 row j column of matrix J,
Ji3,jFor j-th of finger target value of the i-th 3 emergency measures of emergency measure data set, the as value of the i3 row j column of matrix J, i
=1,2,3 ... N1, the Q1 of j=1,2,3 ...；I1=1,2,3 ... N1, i3=1,2,3 ... N2, the N2 of i2=1,2,3 ...；
Using formula (1), the size of numerical value can be caused to there is very big difference to avoid various indexs because of unit difference
Different, so as to cause subsequent calculating, index entirety numerical value data bigger than normal, magnitude value changes little by little, and the influence ratio of generation refers to
The influence for marking the small numerical value of whole numerical value is much larger.
Step S3, the treatment score between vital sign data collection and emergency measure data set is calculated using formula (2):
Wherein, Fi,jFor i-th article of vital signs index value in life characteristic data set and the in emergency measure data set
Treatment score between j data, V1i,t1Be it is no quantization after real-time vital characteristic data set the i-th data t1
Refer to target value, J1j,t1Be it is no quantization after emergency measure data set j-th strip data the t1 finger target value, Sj,t1Measure is special
Levy the value of the jth row t1 column of data set, i=1,2,3 ... N1, j=1,2,3 ... N2, the Q1 of t1=1,2,3 ...；
Using formula (2), any data in available real-time vital data set with it is any one in emergency measure
The treatment score of emergency measure, and it is also contemplated that measure characteristic data set when considering score, so that can when considering
Consider the relationship between emergency measure and index, score is enable to be combined according to the effect of emergency measure.
Step S4, emergency measure intelligent recommendation is determined using the vital sign data that formula (3) is received according to
Emergency measure；
Wherein, FN1,N2For in the N1 articles vital signs index value and emergency measure data set in life characteristic data set
Treatment score between N2 data, TN1For the N1 value of time information data collection, (T1,T2,T3…TN1) it is to believe the time
Data set is ceased, rt is final intelligent recommendation vector, if z-th of value in vector rt is maximum, the z articles in emergency measure data set
The corresponding emergency measure of data is then the emergency measure of intelligent recommendation.
For example, the value of matrix r t is the Article 3 in (0.11,0.25,0.33,0.14,0.17) emergency measure in data set
The corresponding emergency measure of data is final emergency measure.
It can be according to any data in real-time vital data set and any one in emergency measure using formula (3)
The treatment score of emergency measure and in the case where considering time information data collection, obtains the corresponding every class emergency of the vital signs
The recommendation of measure is final emergency measure according to the corresponding emergency measure of value maximum in the recommendation, not only considers
Real-time vital signs, and consider history what feature, and it is different according to the time for obtaining vital signs, give not
Same weight, so that timeliness is fine.
The utility model has the advantages that
(1) intelligent recommendation emergency measure may be implemented using above-mentioned technology.
(2) in the recommendation process, not only consider real-time vital sign data, it is also contemplated that, history vital signs
Index, measure characteristic, time information data makes the recommendation have timeliness, comprehensive and for emergency measure
It is professional.
(3) during described, numerical value can be led to avoid various indexs because of unit difference using data nondimensionalization
Size exist very big difference, so as to cause recommendation results inaccuracy.
(4) formula (2) are utilized, any data in available real-time vital data set with it is any in emergency measure
The treatment score of one emergency measure, and it is also contemplated that measure characteristic data set when considering score, so that energy when considering
Enough consider the relationship between emergency measure and index, score is enable to be combined according to the effect of emergency measure.
(5) formula (2) are utilized, any data in available real-time vital data set with it is any in emergency measure
The treatment score of one emergency measure, and it is also contemplated that measure characteristic data set when considering score, so that energy when considering
Enough consider the relationship between emergency measure and index, score is enable to be combined according to the effect of emergency measure.
(6) process can all give computer completion, and workload when resource distribution is recommended can be greatly reduced.
Obviously, various changes and modifications can be made to the invention without departing from essence of the invention by those skilled in the art
Mind and range.In this way, if these modifications and changes of the present invention belongs to the range of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to include these modifications and variations.
Claims (8)
1. a kind of first-aid system based on internet information transmitting, which is characterized in that including following user terminal data monitoring subsystem
System, 120 end data monitoring subsystems and hospital's end data receive system；
The user terminal Data monitoring subsystem includes the first data monitoring device, the first data transmitter-receiver set and the first display dress
It sets, the first data monitoring device is used to detect the vital sign data of patient, and the first data transmitter-receiver set is for constantly sending institute
State vital sign data；
The 120 end data monitoring subsystem includes the second data monitoring device, the second data transmitter-receiver set and the second display dress
It sets, the second data monitoring device is used to detect the vital sign data of patient, and the second data transmitter-receiver set is for constantly sending institute
State vital sign data；
Hospital's end data receiving subsystem includes third data transmitter-receiver set and third display device, and the third data are received
Transmitting apparatus is connect with the first data transmitter-receiver set and the second data transmitter-receiver set respectively, and third data transmitter-receiver set receives respectively
One data transmitter-receiver set and the vital sign data of the second data transmitter-receiver set connection are simultaneously shown by display device.
2. first-aid system according to claim 1, which is characterized in that
First data monitoring device includes wearable device, and the wearable device includes shell and the pulse that is set on shell
Detection module, heart rate detection module, temperature detecting module and blood pressure detecting module；
The vital sign data include in pulse data, heart rate data, temperature data and blood pressure data any one or
It is a variety of.
3. first-aid system according to claim 2, which is characterized in that
First data transmitter-receiver set, the second data transmitter-receiver set and third data transmitter-receiver set respectively with the service of hospital
Device connection, stores for vital sign data to be respectively sent to server, wherein each vital sign data has respectively
There is corresponding unique identity information；
Second data transmitter-receiver set is connect with any one in the first data transmitter-receiver set or server, and receives first
The vital sign data of data transmitter-receiver set transmission is simultaneously shown by the second display device；
The third data transmitter-receiver set with it is any one in the first data transmitter-receiver set, the second data transmitter-receiver set or server
A or multi-connection, and receive the life that vital sign data, the second data transmitter-receiver set that the first data transmitter-receiver set is sent are sent
Life characteristic is simultaneously shown by third display device.
4. according to claim 1 to first-aid system described in 3, which is characterized in that
First data transmitter-receiver set, the second data transmitter-receiver set and third data transmitter-receiver set include WIFI communication mould
Block, infrared communication module, bluetooth communication module, high speed data lines, 2G cellular communication module, 3G cellular communication module, 4G honeycomb
Any one or more in communication module, 5G cellular communication module and Local network communication module.
5. first-aid system according to claim 1, which is characterized in that
Second data monitoring device is cardiac monitoring pacemaker, electrocardiograph, cardiopulmonary monitoring recovery tank, oxygen monitoring and mentions
For any one or more in device, stethoscope, blood pressure device and temperature-detecting device.
6. first-aid system according to claim 2, which is characterized in that
The wearable device includes arm wearing portion and neck wearing portion, and the arm wearing portion includes the first cloth sheet
Body, the neck wearing portion include the second cloth ontology；
The pulse detection module, heart rate detection module and blood pressure detecting module are respectively arranged at the first cloth ontology and second
The inside of cloth ontology；
First data transmitter-receiver set is set to the inside of the first cloth ontology and the second cloth ontology, the first display dress
Install the surface for being placed in the first cloth ontology or the second cloth ontology；
The temperature detecting module includes detection control circuit, and the detection control circuit is for detecting human body temperature and exporting mould
The detection voltage of analog quantity.
7. first-aid system according to claim 6, which is characterized in that
Detection control circuit includes temperature-compensation circuit, reference circuit and subtraction circuit, and the temperature-compensation circuit includes string
Join setting the first temperature compensation resistance R1, the second temperature compensation resistance R2 and third temperature compensation resistance R3, wherein the first temperature compensation resistance R1 and
The node of second temperature compensation resistance R2 is connected with first diode is grounded setting；
Amplifier is put in the node and the 4th temperature compensation resistance R4 of second temperature compensation resistance R2 and third temperature compensation resistance R3 and the second operation
The positive input of U2 connects, and the reverse input end that amplifier U2 is put in the second operation passes through the 5th temperature compensation resistance R5 and the second operation
The output end connection of amplifier U2 is put, the output end of amplifier U2 and the node and second of the 5th temperature compensation electronics R5 are put in the second operation
The anode of thyristor D2 connects, and the cathode of the second thyristor D2 is connect with the 11st temperature compensation resistance R11, the yin of the second thyristor D2
Pole and the 11st temperature compensation resistance R11 second node connecting are connected ground connection with first capacitor C1, the cathode of the second thyristor D2 with
The first node of 11st temperature compensation resistance R11 connection is connected ground connection with the second capacitor C2, the cathode and the tenth of the second thyristor D2
The third node of one temperature compensation resistance R11 connection is connected ground connection with third capacitor C3；
The reference circuit includes the 6th temperature compensation resistance R6, the 7th temperature compensation resistance R7 and the 8th temperature compensation resistance R8, wherein the 6th temperature
Resistance R6, the 7th temperature compensation resistance R7 and the 8th temperature compensation resistance R8 series connection ground connection are mended, the 6th temperature compensation resistance R6 is connected to power supply, and the 7th
The node of temperature compensation resistance R7 and the 8th temperature compensation resistance R8 are connect with the cathode of the second thyristor D2 and the 11st temperature compensation resistance R11；
The subtraction circuit includes the first operational amplifier U1, the 9th temperature compensation resistance R9, the tenth temperature compensation resistance R10, the 11st temperature
Resistance R11, the 12nd temperature compensation resistance R12 are mended, wherein the positive input of the first operational amplifier U1 passes through the 9th temperature compensation resistance
R9 is connect with temperature sensor, and the positive input and output end of the first operational amplifier U1 is connected by the tenth temperature compensation resistance R10
It connects, the reverse input end of the first operational amplifier U1 is connect with the 11st temperature compensation resistance R11, the first operational amplifier U1 and the tenth
The node of one temperature compensation resistance R11 is connected ground connection with the 12nd temperature compensation resistance R12；
The output end of first operational amplifier U1 is connect with processor, and processor is connect with display device, and processor is transported first
The analog quantity electric current for calculating amplifier U1 output is converted into digital quantity current signal and is shown by display device.
8. first-aid system according to claim 6, which is characterized in that
The vital sign data that the user terminal Data monitoring subsystem is received according to carries out emergency measure intelligent recommendation,
The intelligent recommendation includes the following steps:
Step S1, an intelligent recommendation data set is constructed, the money configuration data collection is four metadata sets:
N=(V, J, S, T)
Wherein, N is four metadata sets of building, and V is real-time vital characteristic data set, and J is emergency measure data set, and S is measure
Characteristic data set, T are time information data collection, and described data set V, J, S, T are matrix, and V is the matrix of N1 row Q1 column, N1 row
Expression obtains N1 vital sign data, and the vital sign data is arranged according to time inverted order, what the last time received
Vital sign data is first of matrix V what feature data, the first N1 times vital sign data received of current point in time
For the N1 articles vital sign data, Q1 is classified as every vital sign data and is measured from Q1 index；
Matrix J contains N2 row Q1 column, and the N2 row indicates to contain N2 emergency measure, and Q2 column indicate corresponding to every emergency measure
Q1 vital signs measurement index, and Q1 that the measurement index of the Q1 vital signs and implementation vital sign data are concentrated
The measurement index of vital signs is identical；
Matrix S is the preset value of N2 row Q1 column, and the value of preset value is between -1 to 1；
Matrix T is the value of preset 1 row N2 column, and described value is the striking wave number column of inverted order；
Step S2, all data nondimensionalizations in matrix V and matrix J are handled using formula (1)；
Wherein, V1i,jFor the value that the i-th row j of matrix V 1 is arranged, that is, for matrix Vi,jDimensionless treated value, Vi,jFor reality
When vital sign data collection the i-th data j-th of finger target value, i.e., the value of the i-th row j column of matrix V, min () are to take and include
Minimum value in number, Vi1,jFor j-th of finger target value of the i-th 1 datas of real-time vital characteristic data set, the as i1 of matrix V
The value of row j column, J1i2,jFor the value of the i-th 2 row j column of matrix J 1, that is, for matrix Ji2,jDimensionless treated value, Ji2,j
For j-th of finger target value of the i-th 2 emergency measures of emergency measure data set, the as value of the i2 row j column of matrix J, Ji3,jFor
J-th of finger target value of the i-th 3 emergency measures of emergency measure data set, the as value of the i3 row j column of matrix J, i=1,2,
3 ... N1, the Q1 of j=1,2,3 ...；I1=1,2,3 ... N1, i3=1,2,3 ... N2, the N2 of i2=1,2,3 ...；
Step S3, the treatment score between vital sign data collection and emergency measure data set is calculated using formula (2):
Wherein, Fi,jFor i-th vital signs index value in life characteristic data set and the j-th strip in emergency measure data set
Treatment score between data, V1i,t1Be it is no quantization after real-time vital characteristic data set the i-th data the t1 index
Value, J1j,t1Be it is no quantization after emergency measure data set j-th strip data the t1 finger target value, Sj,t1Measure characteristic
According to the value that the jth row t1 of collection is arranged, i=1,2,3 ... N1, j=1,2,3 ... N2, the Q1 of t1=1,2,3 ...；
Step S4, the emergency of emergency measure intelligent recommendation is determined using the vital sign data that formula (3) is received according to
Measure；
Wherein, FN1,N2For the N1 articles vital signs index value in life characteristic data set and the N2 in emergency measure data set
Treatment score between data, TN1For the N1 value of time information data collection, (T1,T2,T3…TN1) it is temporal information number
According to collection, rt is final intelligent recommendation vector, if z-th of value in vector rt is maximum, z data in emergency measure data set
Corresponding emergency measure is then the emergency measure of intelligent recommendation.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910726511.4A CN110507294B (en) | 2019-08-07 | 2019-08-07 | First-aid system based on internet information transmission |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910726511.4A CN110507294B (en) | 2019-08-07 | 2019-08-07 | First-aid system based on internet information transmission |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN110507294A true CN110507294A (en) | 2019-11-29 |
| CN110507294B CN110507294B (en) | 2022-02-08 |
Family
ID=68625337
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910726511.4A Active CN110507294B (en) | 2019-08-07 | 2019-08-07 | First-aid system based on internet information transmission |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110507294B (en) |
Citations (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1261801A (en) * | 1997-04-29 | 2000-08-02 | 肯尼思·布卢姆公司 | Allelic polygene diagnosis of reward deficiency syndrome and treatment |
| CN1713519A (en) * | 2004-06-24 | 2005-12-28 | 株式会社瑞萨科技 | Wireless communication system and semiconductor integrated circuit |
| CN101685634A (en) * | 2008-09-27 | 2010-03-31 | 上海盛淘智能科技有限公司 | Children speech emotion recognition method |
| CN102004962A (en) * | 2010-12-01 | 2011-04-06 | 福州维胜信息技术有限公司 | Method for realizing intelligent collation on personal comprehensive performance for appraisal |
| US20120207690A1 (en) * | 2006-07-28 | 2012-08-16 | Weill Lawrence R | Searching methods using genetic responsivity measurements |
| CN102880872A (en) * | 2012-08-28 | 2013-01-16 | 中国科学院东北地理与农业生态研究所 | Classification and construction method for semi-supervised support vector machine (SVM) remote sensing image |
| CN103533390A (en) * | 2012-11-15 | 2014-01-22 | Tcl集团股份有限公司 | Method and system for recommending television programs based on social network information |
| US8708903B2 (en) * | 2006-05-12 | 2014-04-29 | Bao Tran | Patient monitoring appliance |
| US20140249429A1 (en) * | 2006-05-24 | 2014-09-04 | Bao Tran | Fitness monitoring |
| CN104112059A (en) * | 2013-04-16 | 2014-10-22 | 帕洛阿尔托研究中心公司 | Method and a system for providing hosted services based on a generalized model of a health/wellness program |
| US20140373047A1 (en) * | 2013-06-12 | 2014-12-18 | Netflix, Inc. | Targeted promotion of original titles |
| CN104281718A (en) * | 2014-11-04 | 2015-01-14 | 深圳市英威诺科技有限公司 | Method for performing data mining intelligent recommendation based on user group behavior |
| CN104572985A (en) * | 2015-01-04 | 2015-04-29 | 大连理工大学 | Industrial data sample screening method based on complex network community discovery |
| US20150133823A1 (en) * | 2013-10-31 | 2015-05-14 | Roshanak Houmanfar | Motion analysis method |
| CN105228508A (en) * | 2013-03-08 | 2016-01-06 | 新加坡健康服务有限公司 | A kind of system and method measured for the risk score of classifying |
| CN105740641A (en) * | 2009-10-19 | 2016-07-06 | 提拉诺斯公司 | Integrated health data capture and analysis system |
| US20160310022A1 (en) * | 2002-08-22 | 2016-10-27 | Bodymedia, Inc. | Apparatus for detecting human physiological and contextual information |
| CN106066931A (en) * | 2016-05-25 | 2016-11-02 | 张福林 | A kind of active-mode intelligent emergency system |
| US9662445B2 (en) * | 2012-08-30 | 2017-05-30 | Medtronic Minimed, Inc. | Regulating entry into a closed-loop operating mode of an insulin infusion system |
| CN107863152A (en) * | 2017-11-08 | 2018-03-30 | 杨昆蓉 | Cerebral apoplexy early warning system and method |
| CN108182967A (en) * | 2017-12-14 | 2018-06-19 | 华南理工大学 | A kind of traditional Chinese medical science medicinal material based on deep neural network recommends method |
| CN108369590A (en) * | 2015-12-11 | 2018-08-03 | 华为技术有限公司 | For commending system, the devices and methods therefor for instructing Self-Service to analyze |
-
2019
- 2019-08-07 CN CN201910726511.4A patent/CN110507294B/en active Active
Patent Citations (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1261801A (en) * | 1997-04-29 | 2000-08-02 | 肯尼思·布卢姆公司 | Allelic polygene diagnosis of reward deficiency syndrome and treatment |
| US20160310022A1 (en) * | 2002-08-22 | 2016-10-27 | Bodymedia, Inc. | Apparatus for detecting human physiological and contextual information |
| CN1713519A (en) * | 2004-06-24 | 2005-12-28 | 株式会社瑞萨科技 | Wireless communication system and semiconductor integrated circuit |
| US8708903B2 (en) * | 2006-05-12 | 2014-04-29 | Bao Tran | Patient monitoring appliance |
| US20140249429A1 (en) * | 2006-05-24 | 2014-09-04 | Bao Tran | Fitness monitoring |
| US20120207690A1 (en) * | 2006-07-28 | 2012-08-16 | Weill Lawrence R | Searching methods using genetic responsivity measurements |
| CN101685634A (en) * | 2008-09-27 | 2010-03-31 | 上海盛淘智能科技有限公司 | Children speech emotion recognition method |
| CN105740641A (en) * | 2009-10-19 | 2016-07-06 | 提拉诺斯公司 | Integrated health data capture and analysis system |
| CN102004962A (en) * | 2010-12-01 | 2011-04-06 | 福州维胜信息技术有限公司 | Method for realizing intelligent collation on personal comprehensive performance for appraisal |
| CN102880872A (en) * | 2012-08-28 | 2013-01-16 | 中国科学院东北地理与农业生态研究所 | Classification and construction method for semi-supervised support vector machine (SVM) remote sensing image |
| US9662445B2 (en) * | 2012-08-30 | 2017-05-30 | Medtronic Minimed, Inc. | Regulating entry into a closed-loop operating mode of an insulin infusion system |
| CN103533390A (en) * | 2012-11-15 | 2014-01-22 | Tcl集团股份有限公司 | Method and system for recommending television programs based on social network information |
| CN105228508A (en) * | 2013-03-08 | 2016-01-06 | 新加坡健康服务有限公司 | A kind of system and method measured for the risk score of classifying |
| CN104112059A (en) * | 2013-04-16 | 2014-10-22 | 帕洛阿尔托研究中心公司 | Method and a system for providing hosted services based on a generalized model of a health/wellness program |
| US20140373047A1 (en) * | 2013-06-12 | 2014-12-18 | Netflix, Inc. | Targeted promotion of original titles |
| US20150133823A1 (en) * | 2013-10-31 | 2015-05-14 | Roshanak Houmanfar | Motion analysis method |
| CN104281718A (en) * | 2014-11-04 | 2015-01-14 | 深圳市英威诺科技有限公司 | Method for performing data mining intelligent recommendation based on user group behavior |
| CN104572985A (en) * | 2015-01-04 | 2015-04-29 | 大连理工大学 | Industrial data sample screening method based on complex network community discovery |
| CN108369590A (en) * | 2015-12-11 | 2018-08-03 | 华为技术有限公司 | For commending system, the devices and methods therefor for instructing Self-Service to analyze |
| CN106066931A (en) * | 2016-05-25 | 2016-11-02 | 张福林 | A kind of active-mode intelligent emergency system |
| CN107863152A (en) * | 2017-11-08 | 2018-03-30 | 杨昆蓉 | Cerebral apoplexy early warning system and method |
| CN108182967A (en) * | 2017-12-14 | 2018-06-19 | 华南理工大学 | A kind of traditional Chinese medical science medicinal material based on deep neural network recommends method |
Non-Patent Citations (2)
| Title |
|---|
| SANTOS W B: "Spectral analyses of systolic blood pressure and heart rate variability and their association with cognitive performance in elderly hypertensive subjects", 《JOURNAL OF HUMAN HYPERTENSION》 * |
| 余海燕: "基于证据链推理的鲁棒性分类及对心脏病诊断决策支持", 《中国优秀硕士学位论文全文数据库》 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN110507294B (en) | 2022-02-08 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN201019738Y (en) | Intellectualized medical care data control system | |
| US11647904B2 (en) | Method and apparatus for monitoring collection of physiological patient data | |
| CN206007231U (en) | A kind of telemedicine monitoring system based on cloud platform | |
| CN204293143U (en) | The long-range multi-parameter monitoring system of a kind of medical Bidirectional intelligent based on cloud computing | |
| Rahman et al. | Affordable smart ecg monitoring using arduino & bluetooth module | |
| CN110507294A (en) | First-aid system based on internet information transmitting | |
| CN113393936A (en) | Disabled elderly health monitoring system based on end-edge-cloud architecture | |
| CN203539345U (en) | Wrist-worn real-time heart rate monitoring equipment | |
| CN104933318A (en) | Individual-oriented mobile medical system based on cloud | |
| CN110490774A (en) | Data based on APP acquire first-aid system | |
| Manimaraboopathy et al. | A wearable multiparameter medical monitoring and alert system with first aid | |
| CN204542083U (en) | A kind of wearable remote monitoring wrist-positioning equipment | |
| CN207745385U (en) | A kind of medical monitoring device of intelligent network technology | |
| CN108309276A (en) | Human body monitoring system and method based on high in the clouds | |
| Warbhe et al. | Wearable Healthcare monitoring system: A survey | |
| CN202600713U (en) | Gprs remote medical system | |
| CN208910229U (en) | Medical system based on wearable device | |
| CN209070998U (en) | A kind of Telemedicine System based on mobile Internet | |
| Kulkarni et al. | Smart self-regulatory health system | |
| CN207721807U (en) | A kind of Wifi transmission electronic sphygmomanometer | |
| CN206627964U (en) | A kind of gene dynamic monitoring service system | |
| Hu et al. | Personal Health Monitoring System Based on Body Sensor Network | |
| CN111739632A (en) | Intelligent medical health care system and operation method thereof | |
| CN110491521A (en) | First aid detection device Internet-based | |
| CN218870275U (en) | Multifunctional ECG monitor |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |