CN108877939A - It is a kind of with the health management system arranged of intelligent characteristic abstraction function - Google Patents
It is a kind of with the health management system arranged of intelligent characteristic abstraction function Download PDFInfo
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/237—Lexical tools
- G06F40/247—Thesauruses; Synonyms
Abstract
The invention patent discloses a kind of with the health management system arranged of intelligent characteristic abstraction function, including intelligent terminal, health control client software, health management service device end software, cloud server.Intelligent terminal collects the health datas such as personal text, image, voice, video by voice sensing module, image sensing module and communication module.Health data is handled using the image processing module in health control client software and health management service device end software, speech processing module, dictionary processing module, initial data and characteristic are extracted in storage, data are uploaded to cloud server by wireless network, it realizes data storage, data mining and analysis, provides the instruction of individual subscriber health status.This system combines speech processes, image procossing, dictionary processing and Cloud Server, easy to operate, can be used for the fields such as personal health management, tele-medicine, specific crowd health supervision, healthy big data analysis.
Description
【Technical field】
The invention patent relates to field of wisdom medical treatment, concretely, in particular to a kind of to have intelligent characteristic abstraction function
It is health management system arranged.
【Background technique】
With the increasingly raising of China's expanding economy and living standards of the people, people increasingly pay close attention to itself and household
Health.At the same time, the intensified competition of modern society, rhythm of life are accelerated, and work load aggravates, and chronic disease group expands year by year
Greatly, the aging process of the society is accelerated.It is existing at present health management system arranged mainly to continue to use traditional data record, data management mould
Formula, user but existing deficiency are：
1, undesirable to the collection effect of the nonformatted datas such as voice, image；
2, too low to the daily fragmentation health and fitness information collection rate of user；
3, system operatio is complicated, and older group is not easy to operate, inefficiency.
【Summary of the invention】
In view of the above-mentioned drawbacks of the prior art, the invention patent devise it is a kind of with intelligent characteristic abstraction function
It is health management system arranged, user can be made using intelligent terminal, the unformatteds health datas such as user speech, image are acquired, then
By health control client software and health management service device end software, characteristic is extracted using Dictionary based segment technology, and
By characteristic Auto-writing to corresponding project.The formatting number of health medical treatment equipment can be received through bluetooth, Wi-Fi simultaneously
According to.Healthy related data after acquisition process is stored into database, is uploaded to cloud server through wireless network, excavate and
Health data is analyzed, scientific and effective Health intervention is formed to user and is instructed.
The technical solution of the invention patent is as follows：
It is described it is health management system arranged include intelligent terminal, health control client software, health management service device end software,
Cloud server；
It is described health management system arranged including intelligent terminal, including embedded host, display screen, voice sensing module, image
Sensing module, communication module, sensor；The intelligent terminal image sensing module includes camera, the intelligent terminal voice
Sensing module includes microphone, microphone, loudspeaker；The intelligent terminal communication module includes bluetooth communication module, Wi-Fi communication
One of module, 2G/3G/4G communication module are a variety of；The sensor includes light sensor, range sensor, gravity
One of sensor, magnetic field sensor, GPS, gyroscope, fingerprint sensor, Hall sensor are a variety of；
The health control client software, including image processing module, speech processing module, local dictionary, dictionary
Processing module, data management module, database, can be with installation and operation in the intelligent terminal；The local dictionary includes this
Ground customizes the sub- dictionary of medical treatment & health data, local common language dictionary, the sub- dictionary of local project, the sub- dictionary of local attribute
Library；
Health management service device end software, including image analysis module, speech analysis module, dictionary analysis module,
Server dictionary library module, data processing module, server database；The server dictionary library module, including customization medical treatment
The sub- dictionary of health data, common language dictionary, the sub- dictionary of project, the sub- dictionary of attribute, third party's dictionary；Described
Ground dictionary and server dictionary library module, dictionary information include but is not limited to disease symptoms, life-form structure, psychological shape
State, living environment, medical data, physiological status, social activity --- dictionary information can be increased, deleted, looked into, be changed；
The health control client software database module and health management service device end software server data
Library module, including but not limited to raw image database, image feature base, primary voice data library, voice feature data
Library, keyword feature database, text database；The health control client software database module, can local and
The cloud server carries out data storage and processing；Data can be uploaded to cloud clothes by the server database module
Business device carries out data storage and processing, can also send data to local data base and synchronize；The health control client
Software data management module and health management service device end software data processing module are held,：Can to the data in database into
Row analysis and displaying；
The cloud server, for data storage, data mining and analysis；
The dictionary processing and dictionary analysis module include Dictionary based segment module, dictionary filtering module, dictionary terms identification
Module, dictionary Attribute Recognition module, abnormal calibration module, dictionary data table Auto-writing module, dictionary update module；Institute's predicate
Allusion quotation word segmentation module is segmented input information to obtain keyword to be determined according to part of speech and preset rules；The dictionary filtering
Module matches the keyword to be determined with each sub- dictionary, and the information of successful match is determined as subject key words；Institute
Predicate allusion quotation item recognition module the subject key words is compared with the sub- dictionary of the project, really according to preset rules
Fixed corresponding keyword project information；The dictionary Attribute Recognition module, according to preset rules, by the subject key words and institute
It states the sub- dictionary of attribute to be compared, identifies the attributes such as numerical characteristics, character features, the characteristics of image of the keyword, determine
Corresponding keyword attribute information；The dictionary abnormal calibration module, when the dictionary terms identification module and dictionary attribute are known
Other module occur identification it is abnormal when, which can be by calibrating or manual calibration carries out corrigendum calibration to identification content automatically；
The dictionary data table Auto-writing module is used for according to preset rules by the keyword project information and the keyword
Attribute information, Auto-writing is into the database；The dictionary update module, by it is described fail with each sub- dictionary storehouse matching at
The keyword to be determined of function, addition, which is updated to dictionary, further determines that theme simultaneously for the subject key words of successful match
The synonym of keyword, and the synonym is added in local dictionary or server dictionary；
Described image processing and image analysis module, including image acquisition units, image conversion unit, image recognition list
Member, image output unit, image storage unit；Described image acquisition unit is obtained by image sensing module for original wait locate
Manage image；Described image converting unit, can feature extraction for being converted to the original image to be processed according to preset model
Information；Described image recognition unit, according to preset rules, for it is described can feature extraction information, call the dictionary to handle
Module completes the dictionary and handles each functions of modules, carry out feature identification, obtains image feature data；Described image output is single
Member is shown for carrying out output to image feature data；Described image storage unit, for believing the original image to be processed of user
The raw image database is arrived in breath storage, and by treated, image feature data is stored to described image property data base；
The speech processes and speech analysis module, including voice collecting unit, noise eliminate unit, voice conversion list
Member, voice recognition unit, voice-output unit, speech synthesis unit, voice memory unit；The voice collecting unit, by institute
Predicate sound sensing module obtains the original voice to be processed of user；The noise eliminates unit, according to the original voice to be processed,
The noiseless voice to be processed of an elimination noise component(s) is generated using preset rules；The voice converting unit, according to default
Rule, can feature identification information for being converted to noiseless voice to be processed；The voice recognition unit, according to default
Rule, for it is described can feature identification information, call the dictionary processing module, complete the dictionary and handle each module function
Can, feature identification is carried out, voice feature data is obtained；The voice-output unit, for being carried out to the voice feature data
Output display；The speech synthesis unit calls the dictionary processing module to complete speech synthesis the text of user's typing,
Synthesis voice is exported by voice sensing module；The voice memory unit is used for the original voice to be processed of the user
The primary voice data library is stored, the voice feature data is stored to the voice feature data library by treated；
The intelligent terminal is also possible to one of mobile phone, tablet computer or customization mobile phone, customization tablet computer；
The intelligent terminal can install wechat small routine, and the health data of user is managed and is shown；The intelligent terminal can
To acquire the data of health medical treatment equipment, may be implemented between the intelligent terminal and the cloud server using wireless network
Data exchange；The health medical treatment equipment is include bluetooth, Wi-Fi communication interface or mobile communication interface one or more
Medical Devices；
The health management service device end software further includes objective management module, health account module and disease forecasting mould
Block；The disease forecasting module carries out horizontal and vertical data analysis to the health data and health account of user and digs
Pick, predicts the future trend and numerical value of health data, the comprehensive physical condition for showing that user is interior for a period of time, to user
It is fed back；The objective management module, user can formulate daily target, health objectives, and can be with unlimited
User is reminded to complete the target formulated daily in short message, the form of mail notification；The health account module includes but unlimited
In the personal illness history of user, family's history of disease, allergies, medication history, immunity inoculation history, history of operation；
The cloud server can store user in the health control client software, health management service device
What is generated in end software, wechat small routine includes but is not limited to the health data of text, image, voice, video format；
The intelligent terminal, health control client software, health management service device end software, can between cloud server
To realize data exchange.
The beneficial effect of the invention patent：The invention patent acquires the nonformats such as user speech, image by intelligent terminal
Change health data, using Dictionary based segment technology, the format datas such as voice, image is subjected to feature extraction, realize depositing for data
Storage and analysis change tradition and need to be manually entered, complicated for operation, undesirable defect are collected to user's fragmentation information, together
When pass through intelligent terminal acquire User Format health data, all data collected to intelligent terminal, through on infinite network
It reaches cloud server to be stored, excavated and analyzed, realizes health state of user assessment, behavior advice and intervention, be user
Targetedly health guidance is provided, the generation of a variety of chronic diseases is prevented.
【Detailed description of the invention】
Fig. 1 is system structure diagram of the invention.
Fig. 2 is Smart Terminal Architecture Used figure of the invention.
Fig. 3 is health control client software architecture diagram of the invention.
Fig. 4 is health management service device end architecture diagram of the invention.
【Specific embodiment】
The embodiment of this system is described in detail below according to attached drawing, but protection scope of the present invention is not limited to following retouch
It states.
As shown in Figure 1, a kind of health management system arranged including intelligent terminal, health control with intelligent characteristic abstraction function
Client software, health management service device end software, cloud server；
Intelligent terminal in the present embodiment is mobile phone or tablet computer comprising voice sensing module and image sensing mould
Block, to health datas such as the voice, the images that acquire user.Health control client software can be with installation and operation at intelligent end
End.
User shoots image by intelligent terminal or uploads image to health control client software, health pipe from photograph album
Manage client software image processing module enables original image to be converted to software using image conversion unit by preset model
Enough handle can feature extraction information then by image identification unit call dictionary processing module, to can feature extraction information
It is identified, obtains image feature data.Dictionary processing module needs to handle by Dictionary based segment, can feature extraction information root
According to part of speech and preset rules participle after obtain keyword to be determined, later pass through dictionary filtering module, to keyword to be determined with
Each dictionary information is matched, and the subject key words of successful match are obtained；Then dictionary terms identification module and dictionary are utilized
Attribute Recognition module carries out identification comparison to subject key words, obtains keyword project information and keyword attribute information, finally
By dictionary data table Auto-writing module, according to preset rules by this obtained two information Auto-writings to corresponding data
Library, while being updated the keyword of successful match into dictionary by dictionary update module.Dictionary processing module is processed
Also will do it abnormal calibration in journey, can not recognition result when, can by calibrate automatically or manual calibration to identification content carry out
Corrigendum.
Such as when user utilizes measurement individual's blood pressure situation of electronic sphygmomanometer, electronic sphygmomanometer screen shows " hypertension
(SYS)：110mmHg；Low blood pressure (DIA)：70mmHg ", for this measurement result, intelligent terminal shoots image first, then
Health control client software identifies measurement result.First with image conversion unit, the original graph that shooting is obtained
As be converted to can feature extraction information, later pass through image identification unit, call dictionary processing module can feature extraction information
It is identified, obtains keyword to be determined " hypertension SYS 110mmHg low blood pressure DIA 70mmHg " by Dictionary based segment module,
Dictionary filtering is carried out to keyword to be determined, obtains subject key words " 110 low blood pressure DIA70mmHg of hypertension SYS ", then
Subject key words are matched using keyword project identification module and keyword attribute identification module, obtain keyword project
Information " hypertension SYS ", " low blood pressure DIA ", keyword attribute information " 110mmHg ", " 70mmHg ", for obtained keyword
Project information and keyword attribute information, dictionary data table Auto-writing module by this two information solicitations to correspondence database,
Then image output unit is called the information in database, output display, and in entire treatment process, image storage is single
Member can store the image feature data obtained after original image information to be processed and processing.When health control client
When software is unable to complete analysis processing, health management service device end image analysis software module can be called to complete above-mentioned analysis processing
Process.
User acquires voice by intelligent terminal or uploads voice to health control client software, health control client
Software speech processing module is held, eliminates unit first with noise, obtains the nothing of an elimination noise component(s) by preset model
Noise voice to be processed, then by voice converting unit, by noiseless voice to be processed be converted to can feature identification information, it
Afterwards by voice recognition unit call dictionary processing module, to can feature extraction information identify, obtain voice feature data.
Dictionary processing module needs to handle by Dictionary based segment, can feature extraction information according to part of speech and preset rules participle after obtain
Keyword to be determined passes through dictionary filtering module later, matches to keyword to be determined with each dictionary information, obtains
With successful subject key words；Then subject key words are carried out using dictionary terms identification module and dictionary Attribute Recognition module
Identification compares, and keyword project information and keyword attribute information is obtained, finally by dictionary data table Auto-writing module, root
According to preset rules by this obtained two information Auto-writings to correspondence database, at the same by dictionary update module will match at
The keyword of function is updated into dictionary.Dictionary processing module also will do it abnormal calibration during processing, can not identify knot
When fruit, can by calibrate automatically or manual calibration to identification content correct.
Such as when user utilizes measurement individual's blood pressure situation of electronic sphygmomanometer, user passes through voice input measurement result：" I
The hypertension of today is 110mmHg；Low blood pressure is 70mmHg ", for this measurement result, eliminates unit first with noise,
Original speech information is subjected to elimination noise processed, obtains noiseless voice to be processed, then passes through voice converting unit, by nothing
Noise voice to be processed be converted to can feature extraction information, later utilize voice recognition unit, to can feature extraction information call
Dictionary processing module is handled, and obtaining keyword to be determined by Dictionary based segment module, " I the hypertension of today am
110mmHg；Low blood pressure is 70mmHg ", for this information, obtains subject key words " today high blood by dictionary filtering module
110mmHg low blood pressure 70mmHg " is pressed, then theme is closed using keyword project identification module and keyword attribute identification module
Keyword is matched, and keyword project information " today ", " hypertension ", " low blood pressure ", keyword attribute information are obtained
" 110mmHg ", " 70mmHg ", for obtained keyword project information and keyword attribute information, dictionary data table is filled out automatically
This two information solicitations to correspondence database, " today " are corresponded to the time term being filled up in database, " hypertension " by writing module
" low blood pressure " is filled up to the respective items in database, and " 110mmHg " " 70mmHg " is filled up to the measurement knot in database respectively
Fruit.Then voice-output unit is called the information in database, output display, in entire treatment process, voice
Storage unit can store the voice feature data obtained after original voice messaging to be processed and processing.Work as health control
When client software is unable to complete analysis processing, health management service device end software speech analysis module can be called to complete above-mentioned point
Analyse treatment process.
Intelligent terminal again may be by the modes such as 4G, Wi-Fi and acquire format data in health medical treatment equipment, pass through
The data of acquisition are transferred to cloud server by wireless network.
Finally, intelligent terminal is by cloud server to the number acquired in the image of storage, voice and health medical treatment equipment
According to horizontal and vertical mining analysis is carried out, realizes that User Status assessment, behavior advice are intervened, achieve the purpose that disease forecasting.
Claims (10)
1. a kind of with the health management system arranged of intelligent characteristic abstraction function, the system is for acquiring, storing, analyzing and handling use
The health data at family, and personalized health management scheme is provided for user, it is characterised in that：It is described health management system arranged to include
Intelligent terminal, health control client software, health management service device end software, cloud server；
It is described health management system arranged including intelligent terminal, it is characterised in that：Mould is sensed including embedded host, display screen, voice
Block, image sensing module, communication module, sensor；
It is described health management system arranged including health control client software, it is characterised in that：At image processing module, voice
Manage module, local dictionary, dictionary processing module, data management module, database；
The local dictionary, it is characterised in that：Including the sub- dictionary of local custom medical treatment & health data, local common language word
Allusion quotation library, the sub- dictionary of local project, the sub- dictionary of local attribute；
It is described health management system arranged including health management service device end software, it is characterised in that：Including image analysis module, voice
Analysis module, dictionary analysis module, server dictionary library module, data processing module, server database；
The server dictionary library module, it is characterised in that：Including the sub- dictionary of customization medical treatment & health data, common language dictionary
Library, the sub- dictionary of project, the sub- dictionary of attribute, third party's dictionary；
The local dictionary and server dictionary library module, it is characterised in that：Dictionary information includes but is not limited to disease
Symptom, life-form structure, psychological condition, living environment, medical data, physiological status, social activity --- dictionary information can be with
Increased, deleted, looked into, changed；
The cloud server, it is characterised in that：For data storage, data mining and analysis；
The dictionary processing and dictionary analysis module, it is characterised in that：Including Dictionary based segment module, dictionary filtering module, dictionary
Item recognition module, dictionary Attribute Recognition module, abnormal calibration module, dictionary data table Auto-writing module, dictionary update mould
Block；
The dictionary processing module, it is characterised in that：When the dictionary processing module of the health control client software can not be quasi-
Really identification user inputs information, and health management service device end software dictionary analysis module can be called to complete processing analysis；
The Dictionary based segment module, it is characterised in that：According to part of speech and preset rules, input information is segmented to obtain to true
Determine keyword；
The dictionary filtering module, it is characterised in that：The keyword to be determined is matched with each sub- dictionary, matching at
The information of function is determined as subject key words；
The dictionary terms identification module, it is characterised in that：According to preset rules, by the subject key words and project
Dictionary is compared, and determines corresponding keyword project information；
The dictionary Attribute Recognition module, it is characterised in that：According to preset rules, by the subject key words and attribute
Dictionary is compared, and identifies the attributes such as numerical characteristics, character features, the characteristics of image of the keyword, determines corresponding pass
Keyword attribute information；
The dictionary abnormal calibration module, it is characterised in that：When the dictionary terms identification module and dictionary Attribute Recognition module
Occur identification it is abnormal when, which can be by calibrating or manual calibration carries out corrigendum calibration to identification content automatically；
The dictionary data table Auto-writing module, it is characterised in that：According to preset rules, for the keyword project to be believed
Breath and the keyword attribute information, Auto-writing is into the database；
The dictionary update module, it is characterised in that：By the keyword to be determined failed with each sub- dictionary successful match,
Addition, which is updated to dictionary, further determines that the synonym of subject key words simultaneously for the subject key words of successful match, and
The synonym is added in dictionary；
The health control client software database module and health management service device end software server database mould
Block, it is characterised in that：Including but not limited to raw image database, image feature base, primary voice data library, voice are special
Levy database, keyword feature database, text database；
The health control client software database module, it is characterised in that：Can the local and described cloud server into
The storage and processing of row data；
The server database module, it is characterised in that：Data can be uploaded to cloud server carry out data storage and
Processing, can also send data to local data base and synchronize；
The health control client software data management module and health management service device end software data processing module, it is special
Sign is：Data in database can be analyzed and be shown；
Described image processing and image analysis module, it is characterised in that：Including image acquisition units, image conversion unit, image
Recognition unit, image output unit, image storage unit；
Described image processing module, it is characterised in that：When the image processing module of the health control client software can not be quasi-
Really identification user inputs information, and health management service device end image analysis software module can be called to complete processing analysis；
Described image acquisition unit, it is characterised in that：It is obtained by described image sensing module and is used for original image to be processed；
Described image converting unit, it is characterised in that：It, can for being converted to the original image to be processed according to preset model
Feature extraction information；
Described image recognition unit, it is characterised in that：According to preset rules, for it is described can feature extraction information, call institute
Predicate allusion quotation processing module completes the dictionary and handles each functions of modules, carry out feature identification, obtains image feature data；
Described image output unit, it is characterised in that：It is shown for carrying out output to image feature data；
Described image storage unit, it is characterised in that：For storing the original image information to be processed of user to the original graph
As database, by treated, image feature data is stored to described image property data base；
The speech processes and speech analysis module, it is characterised in that：Unit, voice are eliminated including voice collecting unit, noise
Converting unit, voice recognition unit, voice-output unit, speech synthesis unit, voice memory unit；
The speech processing module, it is characterised in that：When the speech processing module of the health control client software can not be quasi-
Really identification user inputs information, and health management service device end software speech analysis module can be called to complete processing analysis；
The voice collecting unit, it is characterised in that：The original voice to be processed of user is obtained by the voice sensing module；
The noise eliminates unit, it is characterised in that：According to the original voice to be processed, one is generated using preset rules and is disappeared
Except the noiseless of noise component(s) voice to be processed；
The voice converting unit, it is characterised in that：According to preset rules, for noiseless voice to be processed to be converted to
It can feature identification information；
The voice recognition unit, it is characterised in that：According to preset rules, for it is described can feature identification information, call institute
Predicate allusion quotation processing module completes the dictionary and handles each functions of modules, carry out feature identification, obtains voice feature data；
The voice-output unit, it is characterised in that：It is shown for carrying out output to the voice feature data；
The speech synthesis unit, it is characterised in that：To the text of user's typing, the dictionary processing module is called to complete voice
Synthesis exports synthesis voice by voice sensing module；
The voice memory unit, it is characterised in that：For by the original phonetic storage to be processed of the user to the original language
Sound database, by treated, the voice feature data is stored to the voice feature data library；
Described image processing and speech processing module, it is further characterized in that：At described image processing and speech processing module
It, can be by manually being calibrated when reason is abnormal.
2. according to claim 1 a kind of with the health management system arranged of intelligent characteristic abstraction function, it is characterised in that：Institute
The data of health medical treatment equipment can be acquired by stating health management system arranged intelligent terminal, intelligent terminal, health control client software,
Data exchange may be implemented between health management service device end software, cloud server.
3. according to claim 1 a kind of with the health management system arranged of intelligent characteristic abstraction function, it is characterised in that：Intelligence
Energy terminal can install wechat small routine, and the health data of user is managed and is shown.
4. according to claim 1 a kind of with the health management system arranged of intelligent characteristic abstraction function, it is characterised in that：Institute
The cloud server stated can store user in the health control client software, health management service device end software, wechat
What is generated in small routine includes but is not limited to the health data of text, image, voice, video format.
5. according to claim 1 a kind of with the health management system arranged of intelligent characteristic abstraction function, it is characterised in that：Institute
Stating intelligent terminal can be one of mobile phone, tablet computer or customization mobile phone, customization tablet computer.
6. according to claim 1 a kind of with the health management system arranged of intelligent characteristic abstraction function, it is characterised in that：Institute
Stating intelligent terminal image sensing module includes camera, and the intelligent terminal voice sensing module includes microphone, microphone, loudspeaking
Device.
7. according to claim 1 a kind of with the health management system arranged of intelligent characteristic abstraction function, it is characterised in that：Institute
Stating intelligent terminal communication module includes one of bluetooth communication module, Wi-Fi communication module, 2G/3G/4G communication module or more
Kind.
8. according to claim 1 a kind of with the health management system arranged of intelligent characteristic abstraction function, it is characterised in that：Institute
Sensor is stated to pass including at least light sensor, range sensor, gravity sensor, magnetic field sensor, GPS, gyroscope, fingerprint
One of sensor, Hall sensor are a variety of.
9. according to claim 2 a kind of with the health management system arranged of intelligent characteristic abstraction function, it is characterised in that：Institute
Stating health medical treatment equipment is the one or more Medical Devices for including bluetooth, Wi-Fi communication interface or mobile communication interface.
10. according to claim 1 a kind of with the health management system arranged of intelligent characteristic abstraction function, it is characterised in that：
The health management service device end software further includes objective management module, health account module and disease forecasting module；It is described
Disease forecasting module horizontal and vertical data analysis is carried out to the health data and health account of user and is excavated, to health
The future trend and numerical value of data are predicted that the comprehensive physical condition for showing that user is interior for a period of time feeds back user；
The objective management module, user can formulate daily target, health objectives, and can be to be not limited to short message, postal
The form of part notice reminds user to complete the target formulated daily；The health account module includes but is not limited to of user
Human disease's history, family's history of disease, allergies, medication history, immunity inoculation history, history of operation.
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| CN110335679A (en) * | 2019-06-21 | 2019-10-15 | 山东大学 | A kind of Prediction of survival method and system based on more granularity graph mode excavations |
| CN111145908A (en) * | 2019-12-26 | 2020-05-12 | 糖医生健康管理南京有限公司 | Health assessment comprehensive information service platform |
| CN112201351A (en) * | 2020-09-04 | 2021-01-08 | 广东科学技术职业学院 | Method, device and medium for health prompt based on sound collection and analysis |
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