[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

CN108538405A - A kind of intelligent real-time monitor and monitor system based on big data cloud service - Google Patents

A kind of intelligent real-time monitor and monitor system based on big data cloud service Download PDF

Info

Publication number
CN108538405A
CN108538405A CN201810537294.XA CN201810537294A CN108538405A CN 108538405 A CN108538405 A CN 108538405A CN 201810537294 A CN201810537294 A CN 201810537294A CN 108538405 A CN108538405 A CN 108538405A
Authority
CN
China
Prior art keywords
data
user
real
time
cloud service
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.)
Pending
Application number
CN201810537294.XA
Other languages
Chinese (zh)
Inventor
刘仲
郭才华
贺冠华
张俊祥
秦戎
齐艳峰
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shenzhen Taihe Intelligent Medical Technology Co Ltd
Original Assignee
Shenzhen Taihe Intelligent Medical Technology Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Shenzhen Taihe Intelligent Medical Technology Co Ltd filed Critical Shenzhen Taihe Intelligent Medical Technology Co Ltd
Publication of CN108538405A publication Critical patent/CN108538405A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H80/00ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/0205Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • A61B5/02055Simultaneously evaluating both cardiovascular condition and temperature
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/50ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Pathology (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Cardiology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Physiology (AREA)
  • Physics & Mathematics (AREA)
  • Pulmonology (AREA)
  • Biophysics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

The present invention provides a kind of real-time intelligent patient monitor and monitoring system based on big data cloud service, the system comprises:The physical attributes data and current environment supplemental characteristic are sent to trunking by intelligent real-time monitor, physical attributes data and current environment supplemental characteristic for acquiring user in real time;Trunking, the data for being sent to intelligent real-time monitor are established incidence relation with user's information, are preserved in the database as user data, and be sent in big data cloud service equipment;Big data cloud service equipment, the user data sent for receiving trunking, and carry out big data analysis processing.Present invention reduces the costs of patient monitor, improve portability, simultaneously to the real-time overall monitor of children under guardianship's physical condition, based on the processing of the big data analysis of cloud service and mass users, individual illness can be prejudged or be prevented ahead of time in time supervision earlier to the collected physical attributes data of user abnormal conditions slightly.

Description

A kind of intelligent real-time monitor and monitor system based on big data cloud service
Technical field
The present invention relates to health care monitoring arts, especially a kind of intelligent real-time monitor based on big data cloud service And monitoring system.
Background technology
Currently, medical monitor is mainly used for measuring and controls physiological parameters of patients, and can be compared with known set value Compared with if there is exceeded, the device or system of alarm can be sent out.Hospital system is mainly used for the monitoring of urgent patient, develops to The monitoring of public ward at present or even different medical unit and community medical therapy unit also proposed the demand of application, use Disease shield monitoring device is generally both mounted at specified sick bed, or is guarded by movable cabinet mobility, and this monitoring device volume is big, valence Lattice are expensive, and operation requires more profession, needs to be manually operated by medical worker, and applicable illness context of detection is relatively narrow, does Less than the stage to children under guardianship's physical condition real time monitoring and overall monitor, further due to current disease shield monitoring device is only Alarm only is sent out when special abnormality occurs for the illness signal being collected into, only keeps a record, is not present for sign usually The ability of big data analysis processing based on mass users, can not accomplish the individual function of illness anticipation or prevent.
Invention content
Shortcoming present in regarding to the issue above, it is real-time that the present invention provides a kind of intelligence based on big data cloud service Patient monitor and monitor system, to acquire user's items physical attributes data in real time by being easy to portable equipment and work as front ring Border parameter is reported to big data cloud service equipment to carry out the data analysis of mass users, plays individual illness early detection or pre- The effect of anti-prompting.
To achieve the above object, a kind of intelligent real-time monitor based on big data cloud service, it is characterised in that including:
One or more sign data collectors, the physical attributes data for acquiring one or more users in real time, And the collected physical attributes data are issued into processor;
One or more environmental sensors, for acquiring one or more current environment supplemental characteristics in real time, and will acquisition To the ambient parameter data be sent to the processor;
Processor, for collected physical attributes data of sign data collector described in real-time reception and described The collected ambient parameter data of environmental sensor, carries out data processing to it, passes through the number of big data cloud service equipment Real-time monitoring is carried out to user according to result feedback information;
Display screen, for showing the body after the one or more data processings selectively exported based on operational order Characterize data or current environment supplemental characteristic;
Network module, for carrying out network communication with big data cloud service equipment, by the physical attributes data and institute It states ambient parameter data and issues the progress real time data calculating analyzing processing of big data cloud service equipment, and receive big data cloud service The data result feedback information of equipment.
Further, the sign data collector includes wrist skin temperature detector, and hand is acquired by detection probe Skin of wrist surface temperature;The physical attributes data include wrist temperature data;
The processor further comprises big data cloud service processing module, for receiving big data cloud service equipment feedback Data result feedback information, the data result feedback information includes that big data cloud service equipment passes through the wrist skin table Face temperature calculates user's body temperature calculation of measured data that analysis obtains with one or more of current environment supplemental characteristics.
The display screen is further used for display and exports user's body temperature calculation of measured data based on operational order.
Further, one or more of physical attributes data include wrist temperature data, heart rate data, blood pressure number According to, breath data and/or armpit temperature data;
One or more current environment supplemental characteristics include current temperature data, current humidity data and/or air pressure Data;
Further comprise, bluetooth module, for being connect with other one or more bluetooth equipments, real-time Transmission measures number According to.
Further, the intelligent monitor is by one or more trunkings, with the big data cloud service equipment Carry out data interaction.
The present invention also provides a kind of real-time intelligent monitor systems based on big data cloud service, it is characterised in that including:
Intelligent real-time monitor acquires one or more bodies of user in real time for being based on user's operational order Characterize data and one or more current environment supplemental characteristics, by the physical attributes data and current environment supplemental characteristic It is sent to trunking;
Trunking, physical attributes data and current environment supplemental characteristic for being sent to intelligent real-time monitor with make User's information establishes incidence relation, is preserved in the database as user data, and the user data is sent to big data In cloud service equipment;
Big data cloud service equipment, for receiving the one or more physical attributes data and user that trunking is sent Information establishes the user data of incidence relation, and big data analysis processing is carried out to one or more user data.
Wherein, trunking further includes the terminal device that can display data and input operation, for monitoring in real time One or more user data are stated, and operation is managed to the user data.
Compared with prior art, the present invention has the following advantages:
The invention is that user provides portable cloud service patient monitor, to be carried out in real time, entirely to user The sign data in face is guarded, and to the mass data information that a large amount of patient monitors are collected into count greatly by big data cloud service equipment According to analyzing processing, the health parameters data model of corresponding individual is established, finds individual physical attributes parameter and environmental parameter in time Unusual condition, to achieve the purpose that prejudge illness.
Description of the drawings
Fig. 1 is a kind of currently preferred intelligent real-time monitor embodiment based on big data cloud service;
Fig. 2 is a kind of currently preferred specific implementation logic of the intelligent real-time monitor based on big data cloud service;
Fig. 3 is that a kind of currently preferred intelligent real-time monitoring system structure diagram based on big data cloud service is implemented Example.
Specific implementation mode
As shown in Figure 1, a kind of currently preferred embodiment, the intelligent real-time monitor 100 based on big data cloud service, Including following structure member:
One or more sign data collectors 110, the physical attributes number for acquiring one or more users in real time According to, and the collected physical attributes data are issued into processor;Preferably sign collector includes the inspection of wrist skin temperature Device is surveyed, wrist skin surface temperature is acquired by detection probe;The physical attributes data include wrist temperature data;The body Sign data collector can also include being not limited to heart rate monitor, blood pressure monitor, respiratory monitor or tucking in warm detector;It is described Physical attributes data include but not limited to heart rate data, blood pressure data, breath data, pulse data and/or armpit temperature data;Data Acquisition can be carried out by the active operation of user or medical staff, can also be monitored in real time all the period of time.
One or more environmental sensors 120, it is preferred to use integrated sensor acquires one or more current environments in real time Supplemental characteristic, while environment temperature, humidity and/or air pressure etc. are acquired.The predeterminable acquisition time interval of user, such as Acquisition in 2 seconds is primary.And the collected ambient parameter data is sent to processor;
Processor 130, mainly for the treatment of sign data collector and the collected various data of the environmental sensor, Data processing is carried out to it, while handling the interaction data of bluetooth module and network module, is taken with external trunking or cloud Equipment of being engaged in supervises user into row data communication, and by the data result information that big data cloud service equipment is fed back in real time Shield;
Display screen 140, the various data informations provided for video-stream processor;
Network module 150, preferably mobile communication such as 4G/5G modules or wifi module, set with big data cloud service in real time It is standby to carry out network communication, the physical attributes data and the ambient parameter data are issued into big data cloud service equipment and are carried out Real time data calculates analyzing processing, and receives the data result feedback information of big data cloud service equipment.
The intelligent real-time monitor of the present invention can be simplified to the portable units shapes such as Intelligent bracelet, arm set or smartwatch State may be designed in normal domestic blood pressure instrument size.
As shown in Fig. 2, being a kind of currently preferred intelligent real-time monitor specific implementation based on big data cloud service Logic, by MCU processor, blood pressure modular circuit, comprising ambient temperature and humidity meter, wrist shell temperature meter, auxiliary temperature gauge and Barometrical sensor element, LCD display, bluetooth and RF433 modular circuit network components composition.
As shown in figure 3, be a kind of currently preferred real-time intelligent monitor system embodiment based on big data cloud service, Including:
Intelligent real-time monitor 311,312,313 acquires one of user in real time for being based on user's operational order Or multiple physical attributes data, such as wrist shell temperature heart rate data, blood pressure data, breath data, pulse data and/or armpit Warm data and one or more current environment supplemental characteristics, such as environment temperature, humidity and/or air pressure, by the body table It levies data and current environment supplemental characteristic and data processing is carried out by own processor, be sent to trunking 320;In addition, can Button or touch screen screen for a user to operate is carried, the carry out one or more physical attributes based on operational order selectivity are used for Data acquire, and selective display items gathered data result;
Trunking 320, the physical attributes data for being sent to intelligent real-time monitor 311-313 and current environment ginseng Number data establish incidence relation with user's information, are preserved in the database as user data, and the user data is sent out It is sent in big data cloud service equipment 330;In addition, trunking 320 gathers multiple patient monitors within the scope of a given area, it can External connection terminal device, such as PC computers or mobile terminal are connected for medical staff's real time monitoring with the trunking more Multiple user data that a intelligence real-time monitor provides, and provide and the user data stored in trunking operated Function, such as a trunking and external connection terminal device are set up in same section office of hospital, or set up one a community Trunking and external connection terminal device are checked by medical matters related personnel management.
Big data cloud service equipment 330, for receive one or more physical attributes data that trunking 320 is sent with User's information establishes the user data of incidence relation, chooses one or more user data and carries out at big data analysis Reason establishes the health parameters data model of corresponding each user's individual by data modeling mode.
Specifically, analysis of the big data cloud service equipment 330 based on mass users data can establish different with self study Incidence relation between the various physical attributes parameters and ambient parameter data of body passes through collected user's wrist skin table Face temperature calculates the current body temperature calculation of measured data of user with current each ambient parameter data.
Specifically, big data cloud service equipment 330 is by multiple trunkings 320, by more intelligent real-time monitors Mass users data that 311-313 is collected into carry out data analysis, based on different user physical attributes data and environmental data Difference establishes self study mathematical model, by real-time collected latest data, optimizes each user's individual data items model, most End form generates personalized user information library and case library at the health parameters data model of each user's individual of correspondence.
Specifically, when the real-time monitoring data that big data cloud service equipment 330 receives specific user deviate corresponding user Individual health supplemental characteristic model when, send out announcement to trunking 320 and/or corresponding intelligence real-time monitor 311-313 Alert prompt message.Alarm prompt can be showed by the form of characters/graphic, or be carried in the form of the indicator light to be easy to discover It wakes up.
Specifically, the default interface for checking user data of big data cloud service equipment 330, intelligent real-time monitor 311- 313 user or medical staff can check the information base data and case of specific user by interface described in software transfer Library data.Preferably, the interface can be that wechat public platform or the form calling of wechat small routine, user need to bind wechat The system user account of account and the present invention is bound.The interface can also website form, account, which logs in, is inquired.
Big data cloud service equipment 330 further includes administrator's platform device.Administrator's platform device believes cloud service equipment Breath 330 carries out attended operation and management operates, such as sorts out according to inhomogeneity condition subject, according to different regions city User sorts out, and is deleted stale data or is shifted, and modeling parameters adjustment etc. is carried out to new user data.
In conclusion intelligent real-time monitor and monitoring system provided by the invention based on big data cloud service, significantly The cost and portability of patient monitor are improved, while playing the journey of real time monitoring and overall monitor to children under guardianship's physical condition Degree can be in time supervision earlier to the collected body of user based on the processing of the big data analysis of cloud service and mass users Characterize data abnormal conditions slightly play and do sth. in advance anticipation or preventive effect to individual illness.
It should be noted that:
In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention Example can be put into practice without these specific details.In some instances, well known method, structure is not been shown in detail And technology, so as not to obscure the understanding of this description.
Similarly, it should be understood that in order to simplify the disclosure and help to understand one or more of each inventive aspect, Above in the description of exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention:It is i.e. required to protect Shield the present invention claims the more features of feature than being expressly recited in each claim.More precisely, as following Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore, Thus the claims for following specific implementation mode are expressly incorporated in the specific implementation mode, wherein each claim itself All as a separate embodiment of the present invention.
Those skilled in the art, which are appreciated that, to carry out adaptively the module in the equipment in embodiment Change and they are arranged in the one or more equipment different from the embodiment.It can be the module or list in embodiment Member or component be combined into a module or unit or component, and can be divided into addition multiple submodule or subelement or Sub-component.Other than such feature and/or at least some of process or unit exclude each other, it may be used any Combination is disclosed to all features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so to appoint Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (including adjoint power Profit requires, abstract and attached drawing) disclosed in each feature can be by providing the alternative features of identical, equivalent or similar purpose come generation It replaces.
The all parts embodiment of the present invention can be with hardware realization, or to run on one or more processors Software module realize, or realized with combination thereof.It will be understood by those of skill in the art that can use in practice Microprocessor or digital signal processor (DSP) are realized in application searches method and apparatus according to the ... of the embodiment of the present invention The some or all functions of some or all components.The present invention is also implemented as executing method as described herein Some or all equipment or program of device (for example, computer program and computer program product).Such reality The program of the existing present invention can may be stored on the computer-readable medium, or can be with the form of one or more signal. Such signal can be downloaded from internet website and be obtained, and either be provided on carrier signal or in any other forms It provides.
It should be noted that the present invention will be described rather than limits the invention for above-described embodiment, and ability Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.In the claims, Any reference mark between bracket should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not Element or step listed in the claims.Word "a" or "an" before element does not exclude the presence of multiple such Element.The present invention can be by means of including the hardware of several different elements and being come by means of properly programmed computer real It is existing.In the unit claims listing several devices, several in these devices can be by the same hardware branch To embody.The use of word first, second, and third does not indicate that any sequence.These words can be explained and be run after fame Claim.

Claims (10)

1. a kind of intelligent real-time monitor based on big data cloud service, it is characterised in that including:
One or more sign data collectors, the physical attributes data for acquiring one or more users in real time, and will The collected physical attributes data issue processor;
One or more environmental sensors, for acquiring one or more current environment supplemental characteristics in real time, and will be collected The ambient parameter data is sent to the processor;
Processor, for the collected physical attributes data of sign data collector and the environment described in real-time reception The collected ambient parameter data of sensor, data processing is carried out to it, passes through the data knot of big data cloud service equipment Fruit feedback information carries out real-time monitoring to user;
Display screen, for showing the physical attributes after the one or more data processings selectively exported based on operational order Data or current environment supplemental characteristic;
Network module, for carrying out network communication with big data cloud service equipment, by the physical attributes data and the ring Border supplemental characteristic issues big data cloud service equipment and carries out real time data calculating analyzing processing, and receives big data cloud service equipment Data result feedback information.
2. intelligence real-time monitor according to claim 1, wherein
The sign data collector includes wrist skin temperature detector, and wrist skin surface temperature is acquired by detection probe Degree;The physical attributes data include wrist temperature data;
The processor further comprises big data cloud service processing module, the number for receiving big data cloud service equipment feedback According to result feedback information, the data result feedback information includes that big data cloud service equipment passes through the wrist skin surface temperature Degree calculates user's body temperature calculation of measured data that analysis obtains with one or more of current environment supplemental characteristics.
The display screen is further used for display and exports user's body temperature calculation of measured data based on operational order.
3. intelligence real-time monitor according to claim 1, wherein
One or more of physical attributes data include wrist temperature data, heart rate data, blood pressure data, breath data, and/ Or armpit temperature data;
One or more current environment supplemental characteristics include current temperature data, current humidity data and/or air pressure number According to.
4. intelligence real-time monitor according to claim 1, wherein further comprise,
Bluetooth module, for being connect with other one or more bluetooth equipments, real-time Transmission measurement data.
5. intelligence real-time monitor according to claim 1, wherein
The intelligent monitor carries out data interaction by one or more trunkings, with the big data cloud service equipment.
6. a kind of real-time intelligent monitor system based on big data cloud service, it is characterised in that including:
Intelligent real-time monitor acquires one or more physical attributes of user in real time for being based on user's operational order Data and one or more current environment supplemental characteristics send the physical attributes data and current environment supplemental characteristic To trunking;
Trunking, the physical attributes data and current environment supplemental characteristic for being sent to intelligent real-time monitor and user Information establishes incidence relation, is preserved in the database as user data, and the user data is sent to big data cloud clothes In equipment of being engaged in;
Big data cloud service equipment, for receiving the one or more physical attributes data and user's information that trunking is sent The user data for establishing incidence relation carries out big data analysis processing to one or more user data.
7. real-time intelligent monitor system according to claim 6, wherein
Trunking further includes the terminal device that can display data and input operation, one or more for monitoring in real time A user data, and operation is managed to the user data.
Big data cloud service equipment, for receiving the one or more physical attributes data and user's information that trunking is sent The user data of incidence relation is established, one or more user data is chosen and carries out big data analysis processing, pass through data Modeling pattern establishes the health parameters data model of corresponding each user's individual.
8. real-time intelligent monitor system according to claim 6, wherein
The analysis of the big data cloud service equipment based on mass users data, can establish the various bodies of Different Individual with self study Incidence relation between body characterization parameter and ambient parameter data, by collected user's wrist skin surface temperature with work as Preceding each ambient parameter data calculates the current body temperature calculation of measured data of user.
9. real-time intelligent monitor system according to claim 7, wherein
When the big data cloud service equipment receives the individual health of the corresponding user of real-time monitoring data deviation of specific user When supplemental characteristic model, alarm prompt is sent out to trunking and/or corresponding intelligent real-time monitor.Alarm prompt is believed Breath can be showed by the form of characters/graphic, or be reminded in the form of the indicator light to be easy to discover.
10. real-time intelligent monitor system according to claim 6, wherein
The big data cloud service equipment is preset with the interface for checking user data, the user of intelligent real-time monitor or medical care Personnel can call the interface by software mode, check the information base data and case library data of specific user.
CN201810537294.XA 2018-04-23 2018-05-30 A kind of intelligent real-time monitor and monitor system based on big data cloud service Pending CN108538405A (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810365286 2018-04-23
CN2018103652861 2018-04-23

Publications (1)

Publication Number Publication Date
CN108538405A true CN108538405A (en) 2018-09-14

Family

ID=63472951

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810537294.XA Pending CN108538405A (en) 2018-04-23 2018-05-30 A kind of intelligent real-time monitor and monitor system based on big data cloud service

Country Status (1)

Country Link
CN (1) CN108538405A (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109920544A (en) * 2019-01-28 2019-06-21 浙江工业大学 Real-time adaptive intelligent building system based on somatosensory information
CN109979608A (en) * 2019-05-06 2019-07-05 湖北科技学院 Hospital's health monitoring system based on cell phone client
CN111819585A (en) * 2018-08-24 2020-10-23 范豪益 Physiological data intelligent processing method and system

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN204293143U (en) * 2014-12-01 2015-04-29 湖南泉涌信息科技有限公司 The long-range multi-parameter monitoring system of a kind of medical Bidirectional intelligent based on cloud computing
CN105125182A (en) * 2015-10-14 2015-12-09 北京异度矩阵科技有限公司 Intelligent body temperature monitoring and alarming method and system
CN106845082A (en) * 2016-12-27 2017-06-13 Tcl集团股份有限公司 A kind of healthy data monitoring system and its analysis method
CN106923796A (en) * 2016-12-19 2017-07-07 中国矿业大学 Intelligent wrist temperature taking instrument
CN206403762U (en) * 2016-10-17 2017-08-15 孙泽宇 A kind of senior health and fitness's monitoring and notice system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN204293143U (en) * 2014-12-01 2015-04-29 湖南泉涌信息科技有限公司 The long-range multi-parameter monitoring system of a kind of medical Bidirectional intelligent based on cloud computing
CN105125182A (en) * 2015-10-14 2015-12-09 北京异度矩阵科技有限公司 Intelligent body temperature monitoring and alarming method and system
CN206403762U (en) * 2016-10-17 2017-08-15 孙泽宇 A kind of senior health and fitness's monitoring and notice system
CN106923796A (en) * 2016-12-19 2017-07-07 中国矿业大学 Intelligent wrist temperature taking instrument
CN106845082A (en) * 2016-12-27 2017-06-13 Tcl集团股份有限公司 A kind of healthy data monitoring system and its analysis method

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111819585A (en) * 2018-08-24 2020-10-23 范豪益 Physiological data intelligent processing method and system
CN109920544A (en) * 2019-01-28 2019-06-21 浙江工业大学 Real-time adaptive intelligent building system based on somatosensory information
CN109920544B (en) * 2019-01-28 2021-06-08 浙江工业大学 Real-time self-adaptive intelligent building system based on somatosensory information
CN109979608A (en) * 2019-05-06 2019-07-05 湖北科技学院 Hospital's health monitoring system based on cell phone client

Similar Documents

Publication Publication Date Title
CN106778020A (en) A kind of medical ward intelligent terminal based on technology of Internet of things
CN203815444U (en) Monitoring alarm and system for human vital signs
Kamarozaman et al. IOT COVID-19 portable health monitoring system using Raspberry Pi, node-red and ThingSpeak
Akram et al. IoT based remote patient health monitoring system
CN103417195A (en) Physiological parameter management monitoring system and method based on internet of things
EP3151734A1 (en) Custom early warning scoring for medical device
Ganesh Health monitoring system using raspberry Pi and IoT
CN108538405A (en) A kind of intelligent real-time monitor and monitor system based on big data cloud service
CN105708439B (en) A kind of wearable monitor device
Panicker et al. Tablet PC enabled body sensor system for rural telehealth applications
US20030164762A1 (en) Computer powered wire(less) ultra-intelligent real-time monitor
CN205268152U (en) Health monitoring system
CN205994490U (en) A kind of monitor system
CN109243623A (en) A kind of hospital bed monitoring device based on wechat small routine
KR20170035459A (en) (system for managing solitude oldster and patient using living body signals sensing function and wireless communication function
Ahammed et al. An iot-based real-time remote health monitoring system
Hasshim et al. IOT based health monitoring system for elderly patient
Jasti Madhu IoT based remote patient health monitoring system
CN206063143U (en) A kind of differential lung function system of Internet of Things PM2.5
Usharani et al. Integration framework solution for healthcare monitoring
Prakash et al. Arm Based Health Care Monitoring Services Using Wireless Network
CN207561898U (en) A kind of household multi-parameter monitor
Ganesan et al. Design of IOT Based Health Monitoring System
Yuvaraj et al. IoT Based Patient’s Smart Healthcare Monitoring and Recording Using GSM Module
Marin et al. Wireless sensors network based on real-time healthcare monitoring

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
CB03 Change of inventor or designer information
CB03 Change of inventor or designer information

Inventor after: Liu Zhong

Inventor after: Guo Caihua

Inventor after: He Guanhua

Inventor after: Zhang Junxiang

Inventor after: Qin Rong

Inventor before: Liu Zhong

Inventor before: Guo Caihua

Inventor before: He Guanhua

Inventor before: Zhang Junxiang

Inventor before: Qin Rong

Inventor before: Qi Yanfeng

RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20180914