CN109841282A - A kind of Chinese medicine health control cloud system and its building method based on cloud computing - Google Patents
A kind of Chinese medicine health control cloud system and its building method based on cloud computing Download PDFInfo
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Abstract
The present invention provides a kind of Chinese medicine health control cloud system based on cloud computing, it is characterised in that: the system includes user terminal, Cloud Server, data acquisition module, Data Analysis Services module and data safety maintenance module；The user terminal, data acquisition module, Data Analysis Services module and data safety maintenance module are connected with Cloud Server by mobile communication network, wifi or internet, and data interaction is carried out；The Cloud Server is equipped with raw data base, and the raw data base is used to store the Chinese medicine health and fitness information data of the user of a variety of constitutions；By the technical program, personal user's data no longer save and some medical institutions, and are stored in cloud server, can access anywhere or anytime；The lesion being likely to occur can be predicted with real-time interactive by forming distributed statistics and learning platform, personal user, health agency and expert with a large amount of server.
Description
Technical field
The present invention relates to Chinese medicine modernization fields, are specifically related to a kind of Chinese medicine health control cloud system based on cloud computing
System and its building method.
Background technique
The made rapid progress of the technologies such as country's mobile Internet, Internet of Things, big data at present, so that intelligent medical treatment industry
Develop like a raging fire, traditional medical industry gradually marches toward the information age.Portable medical, remote hospital, body-worn medical equipment
With the development of big data, constantly make progress in health service.However, due to the number of the hygiene medical treatments such as conventional hospital mechanism
Word information system owes perfect, still can not be to a large amount of Real-time Monitoring Datas, medical treatment & health shelves caused by intelligent medical treatment technology
Case and a variety of data resources such as environment and social data carry out effective integration, management and analysis mining, especially for Chinese medicine
The preventiveing treatment of disease of characteristic manages cloud framework mode and is still within conceptual phase.Nearly 5 years, various types of Chinese medicines were health management system arranged
More than 100 kinds are had reached, including common constitution Chinese medicine health control software, physical examination integrated Chinese medicine health control system
System, but these systems are still managed based on standalone version or network version.And with the development of information technology, cloud platform
The release of technology, palm, the Chinese medicine health control changed with oneself are technically possibly realized, and the market demand includes common
There is an urgent need to Chinese medicine health control cloud systems for audient and healthy related industry.
In addition, domestic some hospitals also start to be attempted on portable medical is applied, being related to field has medical information biography
Defeated, disease control, doctors and nurses lesion be mobile to make the rounds of the wards, portable medical and office application, medical equipment management etc. outside institute.But this
A little researchs are only set out with the angle of doctor trained in Western medicine, and it is health management system arranged or rarely found to have distinctive Chinese medicine.
Summary of the invention
The present invention makes in view of the above problems, by providing a kind of Chinese medicine health control cloud system based on cloud computing
System, the system pass through the cloud server of network connection, and Service-Port is divided into client cloud, doctor cloud etc..System mould
Block, system data can be with differentiated control；Major health control mechanism end, community medical service center and each branch's Dynamic data exchange
Management, can also empowerment management.System in a distributed manner data inputting, data analysis, data statistics, extract individual lifestyle, life
Bioplasm amount, psychosomatic symptoms, self rating depression, anxiety self-appraisal, Chinese medicine the five internal organs Health questionnaire are segment and distinguish to personal tcm constitution
Know, standardization health management scheme is provided.The technical solution provided through the invention, personal user's data no longer save and certain
A medical institutions, and it is stored in cloud server, it can access anywhere or anytime；Distribution is formed with a large amount of server
Statistics and learning platform, real-time interactive that personal user, health agency and expert can be one-to-one or one-to-many have added value
Open one kind can predict that the Chinese medicine for the lesion being likely to occur is health management system arranged.
To achieve the goals above, the present invention provides a kind of Chinese medicine health control cloud system based on cloud computing, the system
Including user terminal, Cloud Server, data acquisition module, Data Analysis Services module and data safety maintenance module；The use
Family end, data acquisition module, Data Analysis Services module and data safety maintenance module pass through with Cloud Server mobile logical
News network, wifi or internet are connected, and carry out data interaction.
The user terminal includes just-plainfolk and unit user；The unit user is doctor's intelligent end, medicine enterprise
Industry end, government end, medical institutions end or platform operation end；
Doctor's intelligent end is the clinician user with practicing requirements；
The just-plainfolk is interacted with unit user by the APP of smart machine；The smart machine is intelligence
It can mobile terminal or wearable device；
The government end, pharmaceutical manufacturer end, medical institutions end are carried out by Cloud Server and doctor's intelligent end, user terminal
Information exchange.
The Cloud Server is equipped with raw data base, and the raw data base is used to store in the user of a variety of constitutions
Cure health and fitness information data；The Chinese medicine health and fitness information data include physical examination conventional project data, basic health and fitness information data, life
Mode information data, constitution type in TCM data, Chinese medicine meridian data, TCM Zang-fu status assessment data, TCM syndrome number living
According to, Chinese medicine state of health data, Chinese medicine sub-health state data, psychological condition related evaluation data, social adaptibility to response it is related
Assess data, quality of life related evaluation data.
The Cloud Server is additionally provided with information gathering data library, and the information gathering data library acquires for storing data
Module data information collected.
The raw data base and information gathering data library are stored in Cloud Server, and formation is shared on Cloud Server
In data information, the raw data base can be read out the information with information gathering data library, call；
Preferably, the data acquisition module is connect with user terminal, described to adopt for acquiring the data information of user terminal
The data information of collection includes the identity information, personal health information and user behavior representation data of port user, and will be adopted
The data information memory collected carries out data exchange, data update and data iteration in information gathering data library；
The Data Analysis Services module is connect with Cloud Server, for analyzing processing raw data base and information collection
Data information in database, analyzes data, grabs keyword from different information entrained by data, by key
Word classified, modularization, forms several data modules for having specific information；The data module is connect with user terminal,
According to user demand, the data module is divided into several data-interfaces, feeds back corresponding data information；
Preferably, the keyword includes at least user's individual age section, sick people's type, kinds of Diseases, healthy shape
Condition grade；
The data safety maintenance module is for safeguarding data information stored in cloud server.
The data module is for reading raw data base, in information gathering data library, Chinese medicine health relevant to module
Information data and user's end data；
The type of the data module can be divided into health account module, health control module, statistics management module or individual
Service module；
The data module opening has several data-interfaces, and the user terminal is according to user demand and corresponding data
The data-interface of module connects, and carries out data exchange；
Preferably, the government end can be provincial health bureau user, municipal health bureau user or county hospital.
Preferably, the medical institutions end can be protected for disease prevention and control center user, community hospital user or women and children
Strong institute user；
Preferably, the HealthCare Enterprise end can be health control expert user, health control organization user or insurance doctor
Treat enterprise customer.
Preferably, the platform operation end can safeguard user for platform operation user or platform safety.
Specifically, the platform operation end is the operation user terminal inside cloud system, i.e., internal account.
The data-interface of the health account module includes at least infant's interface, pregnant and lying-in women's interface, major mood sufferer
Person's interface, chronic's interface, the elderly's interface.
The data-interface of the health control module includes at least health evaluating interface, health promotion interface, health tracking
Intervene interface, knowledge base management interface.
The data-interface of the statistics management module includes at least statistical report form interface, health analysis interface.
The individual service module includes at least health account interface, self-service healthy log interface, health data and compares and connect
Mouth, health reservation interface, online interaction interface, health propaganda and education interface.
Preferably, the community hospital user connect with health account module.
Preferably, the healthcare hospital for women & children user connect with infant's interface, pregnant and lying-in women's interface, reads in data-interface
Related data.
Specifically, the healthcare hospital for women & children mainly for group be newborn, young infant, pregnant and lying-in women etc.；Mother and child care
Institute user is read in cloud system, by connecting with infant's interface of health control cloud system, pregnant and lying-in women's interface about women and children
The relevant health information of group realizes the health control to groups such as pregnant and lying-in women, newborn, infants.
Preferably, the disease prevention and control center user connect with chronic's interface, reads chronic's number
According to the related data in interface.
Specifically, the purpose of the disease prevention and control center user is mainly by the pre- of disease, deformity and injury
Health environment is created in anti-control, promotes people's health；Disease control user with the chronic of health control cloud system by connecing
Mouth connection, reads relevant chronic's data, understands the information such as pandemic or group of people at high risk in time, realizes disease
Prevention and control.
Preferably, the health control expert user, health control organization user connect with health control module.
Preferably, the provincial health bureau user connect with statistical report form interface, health analysis interface, reads data-interface
In related data.
Specifically, provincial health bureau is government organs, the open government end of health control cloud system makes the users such as provincial health bureau
The health and fitness information of macroscopic statistics can be obtained by the system, realize understanding and statistics to health condition in regional scope.
Preferably, the just-plainfolk, clinician user and individual service module connect.
Preferably, the Cloud Server is additionally provided with the system interface to external open system；The system interface is for connecting
External system is connect, data exchange is carried out.
Preferably, the external system can be hospital admission system, and social security submits an expense account system, Physical Examination System, remote medical consultation with specialists
System, intelligent medical treatment card system or slow sick system.
Preferably, the Cloud Server is additionally provided with the interface of connection data backup device；The data backup device is for backing up
Data information in Cloud Server.
A kind of building method of the Chinese medicine health control cloud system based on cloud computing, which comprises
Step 1: establishing raw data base and information gathering data library in Cloud Server, by the user's of a variety of constitutions
Chinese medicine health and fitness information data are stored in raw data base；
Step 2: data acquisition acquires the data information of user terminal connecting with Cloud Server, and by number collected
It is believed that breath is stored in information gathering data library；
Step 3: data analysis and processing, analysis handle the data in raw data base and information gathering data library and believe
Breath；
Step 4: data information stored in cloud server is safeguarded in the maintenance and safeguard protection of data.
Preferably, in the step 2, data acquisition is acquired and integrated side using multi-source Chinese medicine health and fitness information data
Method；The acquisition includes the following steps: with integrated approach
Step 2a: individual age is divided into as differentiation standard using Chinese medicine life stage, multiport acquires port user
(such as user terminal) data, and dynamic is handled and the closely related Various types of data of health status, such as constitution type in TCM data
And Chinese medicine sub-health state data, psychological condition related evaluation data, quality of life related evaluation data, Chinese medicine health shape
State data；
Step 2b: the processing method of applying electronic case history clinical data, including to the non-structured text in case history archive
Data and image data are effectively treated, and realize the structuring of Chinese medicine health control electronic health record data；
Step 2c: identification is carried out to port (such as user terminal) user connecting with Cloud Server, is climbed using network
Worm principle obtains the user behavior representation data of port user, the data stored in abundant Cloud Server.
Preferably, in the step 3, the analysis and processing of data are divided using deep learning algorithm, multi-angle is based on
The method of information data in analysis processing Cloud Server, the multi-angular analysis handle the side of the information data in Cloud Server
Method includes the following steps:
Step 3a: in Cloud Server initial data and acquisition data, for healthy population, be intended to disease (or
Inferior health, health are biased) the relevant data of crowd classify, clean, being aligned, is regular, realize the effective integration of data,
It is integrated into the data module of a variety of isomeries；
Step 3b: the Cloud Server will integrate the information data of the data module of a variety of isomeries, carry out to the data complete
Face monitoring, analysis, assessment, prediction, prevention and maintenance, using Chinese medicine Overall View, in conjunction with Chinese medicine indagation technology and doctor trained in Western medicine detection side
Method, the health for carrying out various dimensions to user are evaluated and tested；
Step 3c: from Body health, society and nature's environment, mental emotion angle, to personal or group Chinese medicine health
Status data, Chinese medicine sub-health state data and chronic disease data are monitored, analyze, assess, according to individual different health
State provides the scheme of corresponding health, medical treatment, health maintenance and health education；
Step 3d: in conjunction with Chinese medicine four methods of diagnosis technology and the information processing technology, Chinese medicine state of health data is measured, is adopted
Collection, the various health and fitness information data stored simultaneously carry out comprehensive dialectical Analyses, enable users to obtain its healthy shape in data information
Condition；
Step 3e: analyzing data relevant to medical treatment & health, and provides service entry according to user health situation
Mesh, the service item can be setting individuation sign early warning scheme or health management scheme.
The Data Analysis Services module by having access to the routine health behavior executive condition of port user, physical examination measures
Data, recent healthy trend figure, the diagnosis records of hospital, Residential soil reference data send health control measure (example
Such as Health & Fitness Tip, medical notice) to port user, and automatic synchronization is to Cloud Server archive backups.
Specifically, by providing chronic diseases management statistical analysis and data mining, determining in the step 3 for health
The users such as plan mechanism provide healthy reference frame.
Preferably, in the step 4, the maintenance and safeguard protection of the data can be calculated using optimization privacy sharing
Law technology or the topological structure for studying distributed storage node improve the data in Cloud Server in the peace in network transmission stage
Quan Xing；The maintenance and safeguard protection of the data include: to hide the affiliated identity information of health data according to user right；According to
Health data sensibility, user access networks scene and user security requirement, formulate the safe plan of differentiation for obtaining security parameter
Slightly；Design health data storage, transmission and the access control safety system of multi-security level(MSL).
Specifically, in the step 4, since the privacy of health data is extremely strong, on the one hand, need intranet and extranet connection
Medical institutions end obtains the medical datas such as user health archives, need to guarantee the safety of medical institutions' data；On the other hand, it is good for
Health medical treatment big data platform itself needs to guarantee the safety of health data.It, can using the differentiation security strategy towards health data
Guarantee the safety of medical institutions' data.
Provided technical solution through the invention, can bring it is following the utility model has the advantages that
(1) tentative and Personalized medicine of demonstrating, personalized diagnosis and treatment clothes can be carried out by Chinese medicine health control cloud system
The new service model and operating mechanism of business, are developed and with the relevant knowledge base of health status and paradigm learning platform, demonstration is certainly
Main health control new model.
(2) traditional traditional medical principle is combined based on modern intellectual technology, realizes portable medical and palm medical treatment formula
Health control new model.
(3) by technological means such as digitlization, informationizations, the health and fitness information of user is extracted, it is organic with other discrimination methods
In conjunction with the multi-level identification system of building Chinese medicine health status；For the data that user provides, obtained through Constitution Identification strong
Health information extracts effective, the subjective information (scale) for computer disposal, objective information (tongue, arteries and veins, complexion), biology letter
It ceases (gene), using human body photography technology, medical image means and four methods of diagnosis objective information acquisition technique, by determining for computer
Measure analytical calculation and accurate simulation, carry out information integration, visual Simulation, make the immanent structures of various constitutions, formalness and
Functional information is showed with three-dimensional digital and visual means.
(4) by Cloud Server, mobile Internet application service, realize that the landing of novel public health service mode is answered
With；With relatively low cost of serving, the sharing capability of community medicine resource is improved and reinforced, promotes basic public health clothes
Quality of being engaged in and the efficiency of management；Deepen health propaganda and education work, enhance residents ' health self-management consciousness, enrich residents ' health self
Management approach reduces resident's chronic disease morbidity risk rate, promotes the health literacy of urban and rural residents；Promote institute, medical institutions venue
The discrimination of area chronic, rate of filing, (specification) management rate and control rate, frequency and the work for reducing blindness follow-up are strong
Degree reduces human error as far as possible, improves the confidence level of follow up data.
(5) it by Chinese medicine health control cloud system, may be implemented to user, especially the elderly and hypertension, diabetes
The continuous monitoring of the sign of patient, dynamic supplement the Electronic Health Record of resident, provide clinical reference for doctor.
Detailed description of the invention
Fig. 1 is the module diagram of cloud system provided by the invention；
Fig. 2 is the concrete structure schematic diagram of cloud system provided by the invention；
Fig. 3 is the flow chart of cloud system building method provided by the invention；
Fig. 4 is the collecting method flow chart of cloud system building method provided by the invention；
Fig. 5 is data analysis and the processing method flow chart of cloud system building method provided by the invention.
Specific embodiment
Specific embodiments of the present invention will be further explained with reference to the accompanying drawing.
As shown in Figs. 1-2, the present invention provides a kind of Chinese medicine health control cloud system based on cloud computing, which includes
User terminal, Cloud Server, data acquisition module, Data Analysis Services module and data safety maintenance module；The user
End, data acquisition module, Data Analysis Services module and data safety maintenance module pass through mobile communication with Cloud Server
Network, wifi or internet are connected, and carry out data interaction；
The user terminal includes just-plainfolk and unit user；The unit user is doctor's intelligent end, medicine enterprise
Industry end, government end, medical institutions end or platform operation end；
Doctor's intelligent end is the clinician user with practicing requirements；
The just-plainfolk is interacted with unit user by the APP of smart machine；The smart machine is intelligence
It can mobile terminal or wearable device；
The government end, pharmaceutical manufacturer end, medical institutions end are carried out by Cloud Server and doctor's intelligent end, user terminal
Information exchange.
The Cloud Server is equipped with raw data base, and the raw data base is used to store in the user of a variety of constitutions
Cure health and fitness information data；
The Chinese medicine health and fitness information data include physical examination conventional project data, basic health and fitness information data, life style letter
Cease data, constitution type in TCM data, Chinese medicine meridian data, TCM Zang-fu status assessment data, TCM syndrome data, Chinese medicine
State of health data, Chinese medicine sub-health state data, psychological condition related evaluation data, social adaptibility to response related evaluation number
According to, quality of life related evaluation data.
The Cloud Server is additionally provided with information gathering data library, and the information gathering data library acquires for storing data
Module data information collected.
The raw data base and information gathering data library are stored in Cloud Server, and formation is shared on Cloud Server
In data information, the raw data base can be read out the information with information gathering data library, call；
The data acquisition module is connect with user terminal, for acquiring the data information of user terminal, the data of the acquisition
Information includes the identity information, personal health information and user behavior representation data of port user, and by data collected
Information is stored in information gathering data library, carries out data exchange, data update and data iteration；
The Data Analysis Services module is connect with Cloud Server, for analyzing processing raw data base and information collection
Data information in database, analyzes data, from different information entrained by data grab keyword (such as: use
Family individual age section, sick people's type, kinds of Diseases, health status grade), according to keywords classified, modularization, shape
The data module of specific information is had at several；The data module is connect with user terminal, according to user demand, the number
It is several data-interfaces according to module segmentation, feeds back corresponding data information；
The data safety maintenance module is for safeguarding data information stored in cloud server.
The data module is for reading raw data base, in information gathering data library, Chinese medicine health relevant to module
Information data and user's end data；
The type of the data module can be divided into health account module, health control module, statistics management module or individual
Service module；
The data module opening has several data-interfaces, and the user terminal is according to user demand and corresponding data
The data-interface of module connects, and carries out data exchange；
The government end is provincial health bureau user；
The medical institutions end is disease prevention and control center user, community hospital user, healthcare hospital for women & children user；
The user terminal is just-plainfolk.
Doctor's intelligent end is the clinician user with practicing requirements.
The HealthCare Enterprise end is health control expert user, health control organization user.
The data-interface of the health account module includes that infant's interface, pregnant and lying-in women's interface, major mood patient connect
Mouth, chronic's interface, the elderly's interface.
The data-interface of the health control module includes health evaluating interface, health promotion interface, health tracking intervention
Interface, knowledge base management interface.
The data-interface of the statistics management module includes statistical report form interface, health analysis interface.
The individual service module include health account interface, self-service healthy log interface, health data comparison interface,
Health reservation interface, online interaction interface, health propaganda and education interface.
The community hospital user connect with health account module.
The healthcare hospital for women & children user connect with infant's interface, pregnant and lying-in women's interface, reads the dependency number in data-interface
According to.
Specifically, the healthcare hospital for women & children mainly for group be newborn, young infant, pregnant and lying-in women etc.；Mother and child care
Institute user is read in cloud system, by connecting with infant's interface of health control cloud system, pregnant and lying-in women's interface about women and children
The relevant health information of group realizes the health control to groups such as pregnant and lying-in women, newborn, infants.
The disease prevention and control center user connect with chronic's interface, reads chronic's data-interface
In related data.
Specifically, the purpose of the disease prevention and control center user is mainly by the pre- of disease, deformity and injury
Health environment is created in anti-control, promotes people's health；Disease control user with the chronic of health control cloud system by connecing
Mouth connection, reads relevant chronic's data, understands the information such as pandemic or group of people at high risk in time, realizes disease
Prevention and control.
The health control expert user, health control organization user connect with health control module.
The provincial health bureau user connect with statistical report form interface, health analysis interface, reads the correlation in data-interface
Data.
Specifically, provincial health bureau is government organs, the open government end of health control cloud system makes the users such as provincial health bureau
The health and fitness information of macroscopic statistics can be obtained by the system, realize understanding and statistics to health condition in regional scope.
The just-plainfolk, clinician user are connect with individual service module；
The Cloud Server is additionally provided with the system interface to external open system；The system interface is for connecting outside
System carries out data exchange.
The external system is hospital admission system, and social security submits an expense account system, Physical Examination System, Tele-consultation System, wisdom doctor
Treat card system, slow sick system.
The Cloud Server is additionally provided with the interface of connection data backup device；The data backup device is for backing up cloud service
Data information in device.
As shown in figure 3, a kind of building method of the Chinese medicine health control cloud system based on cloud computing, which comprises
Step 1: establishing raw data base and information gathering data library in Cloud Server, by the user's of a variety of constitutions
Chinese medicine health and fitness information data are stored in raw data base；
Step 2: data acquisition acquires the data information of user terminal connecting with Cloud Server, and by number collected
It is believed that breath is stored in information gathering data library；
Step 3: data analysis and processing, analysis handle the data in raw data base and information gathering data library and believe
Breath；
Step 4: data information stored in cloud server is safeguarded in the maintenance and safeguard protection of data.
As shown in figure 4, in the step 2, data acquisition is acquired and is integrated using multi-source Chinese medicine health and fitness information data
Method；The acquisition includes the following steps: with integrated approach
Step 2a: individual age is divided into as differentiation standard using Chinese medicine life stage, multiport acquires port user
(such as user terminal) data, and dynamic is handled and the closely related Various types of data of health status, such as constitution type in TCM data
And Chinese medicine sub-health state data, psychological condition related evaluation data, quality of life related evaluation data, Chinese medicine health shape
State data；
Step 2b: the processing method of applying electronic case history clinical data, including to the non-structured text in case history archive
Data and image data are effectively treated, and realize the structuring of Chinese medicine health control electronic health record data；
Step 2c: identification is carried out to port (such as user terminal) user connecting with Cloud Server, is climbed using network
Worm principle obtains the user behavior representation data of port user, the data stored in abundant Cloud Server.
As shown in figure 5, the analysis and processing of data are using based on deep learning algorithm, multi-angle in the step 3
The method of information data in analysis processing Cloud Server, the multi-angular analysis handle the information data in Cloud Server
Method includes the following steps:
Step 3a: in Cloud Server initial data and acquisition data, for healthy population, be intended to disease (or
Inferior health, health are biased) the relevant data of crowd classify, clean, being aligned, is regular, realize the effective integration of data,
It is integrated into the data module of a variety of isomeries.
Step 3b: the Cloud Server will integrate the information data of the data module of a variety of isomeries, carry out to the data complete
Face monitoring, analysis, assessment, prediction, prevention and maintenance, using Chinese medicine Overall View, in conjunction with Chinese medicine indagation technology and doctor trained in Western medicine detection side
Method, the health for carrying out various dimensions to user are evaluated and tested；
Step 3c: from Body health, society and nature's environment, mental emotion angle, to personal or group Chinese medicine health
Status data, Chinese medicine sub-health state data and chronic disease data are monitored, analyze, assess, according to individual different health
State provides the scheme of corresponding health, medical treatment, health maintenance and health education；
Step 3d: in conjunction with Chinese medicine four methods of diagnosis technology and the information processing technology, Chinese medicine state of health data is measured, is adopted
Collection, the various health and fitness information data stored simultaneously carry out comprehensive dialectical Analyses, enable users to obtain its healthy shape in data information
Condition；
Step 3e: analyzing data relevant to medical treatment & health, and provides service entry according to user health situation
Mesh, the service item can be setting individuation sign early warning scheme or health management scheme.
The Data Analysis Services module by having access to the routine health behavior executive condition of port user, physical examination measures
Data, recent healthy trend figure, the diagnosis records of hospital, Residential soil reference data send health control measure (example
Such as Health & Fitness Tip, medical notice) to port user, and automatic synchronization is to Cloud Server archive backups.
Specifically, by providing chronic diseases management statistical analysis and data mining, determining in the step 3 for health
The users such as plan mechanism provide healthy reference frame.
In the step 4, the maintenance and safeguard protection of the data can be using optimization privacy sharing algorithmic techniques
Or the topological structure of research distributed storage node, the data in Cloud Server are improved in the safety in network transmission stage；Institute
It states the maintenance of data and safeguard protection includes: to hide the affiliated identity information of health data according to user right；According to healthy number
According to the requirement of sensibility, user access networks scene and user security, the differentiation security strategy for obtaining security parameter is formulated；Design
Health data storage, transmission and the access control safety system of multi-security level(MSL).
Specifically, in the step 4, since the privacy of health data is extremely strong, on the one hand, need intranet and extranet connection
Medical institutions end obtains the medical datas such as user health archives, need to guarantee the safety of medical institutions' data；On the other hand, it is good for
Health medical treatment big data platform itself needs to guarantee the safety of health data.It, can using the differentiation security strategy towards health data
Guarantee the safety of medical institutions' data.
According to the disclosure and teachings of the above specification, those skilled in the art in the invention can also be to above-mentioned implementation
Mode is changed and is modified.Therefore, the invention is not limited to the specific embodiments disclosed and described above, to invention
Some modifications and changes should also be as falling into the scope of the claims of the present invention.In addition, although making in this specification
With some specific terms, these terms are merely for convenience of description, does not limit the present invention in any way.
Claims (10)
1. a kind of Chinese medicine health control cloud system based on cloud computing, it is characterised in that: the system includes user terminal, cloud service
Device, data acquisition module, Data Analysis Services module and data safety maintenance module；The user terminal, data acquisition module,
Data Analysis Services module and data safety maintenance module pass through mobile communication network, wifi or internet with Cloud Server
It is connected, carries out data interaction；
The user terminal includes just-plainfolk and unit user；The unit user be doctor's intelligent end, pharmaceutical manufacturer end,
Government end, medical institutions end or platform operation end；
Doctor's intelligent end is the clinician user with practicing requirements；
The just-plainfolk is interacted with unit user by the APP of smart machine；The smart machine is intelligent sliding
Moved end or wearable device；
The Cloud Server is equipped with raw data base, and the raw data base is used to store the Chinese medicine health of the user of a variety of constitutions
Information data；The Chinese medicine health and fitness information data include physical examination conventional project data, basic health and fitness information data, life style letter
It is strong to cease data, constitution type in TCM data, Chinese medicine meridian data, TCM Zang-fu status assessment data, TCM syndrome data, Chinese medicine
Health status data, Chinese medicine sub-health state data, psychological condition related evaluation data, social adaptibility to response related evaluation data,
Quality of life related evaluation data；
The Cloud Server is additionally provided with information gathering data library, information gathering data library acquisition module institute for storing data
The data information of acquisition；
The raw data base and information gathering data library are stored in Cloud Server, form the number being shared in Cloud Server
It is believed that breath, the raw data base can be read out the information with information gathering data library, call；
The data acquisition module is connect with user terminal, for acquiring the data information of user terminal, the data information of the acquisition
Identity information, personal health information and user behavior representation data including port user, and by data information collected
It is stored in information gathering data library, carries out data exchange, data update and data iteration；
The Data Analysis Services module is connect with Cloud Server, for analyzing processing raw data base and information gathering data library
In data information, data are analyzed, keyword is grabbed from different information entrained by data, is according to keywords divided
Class, modularization form several data modules for having specific information；The data module is connect with user terminal, according to user
Demand, the data module are divided into several data-interfaces, feed back corresponding data information；
The data safety maintenance module is for safeguarding data information stored in cloud server.
2. Chinese medicine health control cloud system according to claim 1, it is characterised in that: the keyword includes at least user
Individual age section, sick people's type, kinds of Diseases, health status grade；
The data module is for reading Chinese medicine health and fitness information relevant to module in raw data base and information gathering data library
Data and user's end data；
The data module opening has several data-interfaces, and the user terminal is according to user demand and corresponding data module
Data-interface connection, carries out data exchange.
3. Chinese medicine health control cloud system according to claim 2, it is characterised in that: the type of the data module is strong
Health profile module, health control module, statistics management module or individual service module.
4. Chinese medicine health control cloud system according to claim 1, it is characterised in that: the government end is provincial health bureau's use
Family, municipal health bureau user or county hospital；
The medical institutions end can be disease prevention and control center user, community hospital user or healthcare hospital for women & children user；
The HealthCare Enterprise end is health control expert user, health control organization user or insurance HealthCare Enterprise user；
The platform operation end is that platform operation user or platform safety safeguard user.
5. Chinese medicine health control cloud system according to claim 3, it is characterised in that: the data of the health account module
Interface connects including at least infant's interface, pregnant and lying-in women's interface, major psychosis patient interface, chronic's interface, the elderly
Mouthful；
The data-interface of the health control module includes at least health evaluating interface, health promotion interface, health tracking intervention
Interface, knowledge base management interface；
The data-interface of the statistics management module includes at least statistical report form interface, health analysis interface；
The individual service module includes at least health account interface, self-service healthy log interface, health data comparison interface, is good for
Health reserves interface, online interaction interface, health propaganda and education interface.
6. Chinese medicine health control cloud system according to claim 4, it is characterised in that: the community hospital user and health
Profile module connection；
The healthcare hospital for women & children user connect with infant's interface, pregnant and lying-in women's interface, reads the related data in data-interface；
The disease prevention and control center user connect with chronic's interface, reads the phase in chronic's data-interface
Close data；
The health control expert user, health control organization user connect with health control module；
The provincial health bureau user connect with statistical report form interface, health analysis interface, reads the related data in data-interface；
The just-plainfolk, clinician user are connect with individual service module.
7. Chinese medicine health control cloud system according to claim 1, it is characterised in that: the Cloud Server is additionally provided with externally
The system interface of portion's open system；The system interface carries out data exchange for connecting external system；
The external system is hospital admission system, social security reimbursement system, Physical Examination System, Tele-consultation System, intelligent medical treatment card
System or slow sick system；
The Cloud Server is additionally provided with the interface of connection data backup device；The data backup device is for backing up in Cloud Server
Data information.
8. a kind of building method applied to Chinese medicine health control cloud system as described in claim 1, it is characterised in that:
The described method includes:
Step 1: establishing raw data base and information gathering data library in Cloud Server, by the Chinese medicine of the user of a variety of constitutions
Health and fitness information data are stored in raw data base；
Step 2: data acquisition acquires the data information of user terminal connecting with Cloud Server, and by data information collected
It is stored in information gathering data library；
Step 3: data analysis and processing, analysis handle the data information in raw data base and information gathering data library；
Step 4: data information stored in cloud server is safeguarded in the maintenance and safeguard protection of data；
In the step 3, the analysis and processing of data handle cloud service using deep learning algorithm, multi-angular analysis is based on
The method of information data in device, the method that the multi-angular analysis handles the information data in Cloud Server include following step
It is rapid:
Step 3a: in Cloud Server initial data and acquisition data, for healthy population, sub-health population, disease
The relevant data of patient group classify, clean, being aligned, is regular, realize the effective integration of data, are integrated into a variety of isomeries
Data module；
Step 3b: the Cloud Server will integrate the information data of the data module of a variety of isomeries, be supervised comprehensively to the data
Survey, assessment, prediction, prevents and safeguards analysis, right in conjunction with Chinese medicine indagation technology and doctor trained in Western medicine detection method using Chinese medicine Overall View
User carries out the health evaluation and test of various dimensions；
Step 3c: from Body health, society and nature's environment, mental emotion angle, to personal or group Chinese medicine health status
Data, Chinese medicine sub-health state data and chronic disease data are monitored, analyze, assess, according to individual different health status
The scheme of corresponding health, medical treatment, health maintenance and health education is provided；
Step 3d: in conjunction with Chinese medicine four methods of diagnosis technology and the information processing technology, Chinese medicine state of health data is measured, acquires, deposit
The various health and fitness information data of storage simultaneously carry out comprehensive dialectical Analyses, enable users to obtain its health status in data information；
Step 3e: analyzing data relevant to medical treatment & health, and provides service item according to user health situation, described
Service item can be setting individuation sign early warning scheme or health management scheme；
The Data Analysis Services module by have access to the routine health behavior executive condition of port user, physical examination measurement data,
Recent healthy trend figure, the diagnosis records of hospital, Residential soil reference data send health control measure to port and use
Family, and automatic synchronization is to Cloud Server archive backups.
9. building method according to claim 8, it is characterised in that: in the step 2, data acquisition uses multi-source
Chinese medicine health and fitness information collecting method；The acquisition method includes the following steps:
Step 2a: being divided into individual age as differentiation standard using Chinese medicine life stage, and multiport acquires port user data, and
Dynamic processing and the closely related Various types of data of health status；
Step 2b: the processing method of applying electronic case history clinical data, including to the unstructured text data in case history archive
With being effectively treated for image data, the structuring of Chinese medicine health control electronic health record data is realized；
Step 2c: carrying out identification to the port user connecting with Cloud Server, using web crawlers principle, obtains port and uses
The user behavior representation data at family enriches the data stored in Cloud Server.
10. building method according to claim 8, it is characterised in that: the maintenance of the data is with safeguard protection using excellent
Change privacy sharing algorithmic technique or studies the topological structure of distributed storage node.
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