CN109920522A - A kind of residents ' health managed care big data platform - Google Patents
A kind of residents ' health managed care big data platform Download PDFInfo
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Abstract
The present invention provides a kind of residents ' health managed care big data platforms, including service application layer, supporting layer, data analysis layer, data aggregation layer, data exchange layer and infrastructure layer.Residents ' health managed care big data platform provided by the invention is based on based on residents ' health management, cover the subsystems such as family doctor's signing, health account foundation is acquired with management, wechat reservation, intelligent queuing, physical examination data, health examination is assessed, the monitoring of long-range sign, health control prompting, it is directly disposed using in community hospital, partial function docks existing system, community hospital and the covering of community resident are realized, beneficial support is realized to community resident's management of public health.
Description
Technical field
The present invention relates to a kind of residents ' health managed care big data platforms.
Background technique
Community health service is as a ring most important in primary care medical service system, as medical treatment money at this stage
The important means that source reasonable standard utilizes, played an important role in Medical and Hygienic Reform.
Expand in the range with community area and the actual demand of community medicine business increases, for public based on resident
Sanitation management system construction, proposes following requirement:
1, it needs to establish a set of residents ' health big data platform, can not only be integrated on this platform existing soft
The product of part part, it should provide the new accesses for facing Added Business in later period.New platform can be realized existing business and
The unified management of Added Business in future.New medical platform wants that service, existing tradition PC, again energy can be provided for multiple terminal equipment
The mobile terminals platforms such as compatible mobile phone A pp, wechat public platform, the platform for facilitating more users to access.Meanwhile Platform Designing should
It is the platform of an opening and shares, in later period business practical application, if manufacturer's cooperation needs, platform can provide correlation
Standardize access way.
2, need to defend existing public affairs system upgrade optimization, construction object is to defend in system to advise greatly based on community hospital's public affairs
The requirement that a large number of services of mould family doctor team and community resident's signing is realized, in order to cope with business access amount at no distant date
Explosive growth meets the reliable and stable business service ability in the case of high concurrent.Construction
3, system needs to build the correlation function of the Extension for family doctor's signing registration, under this function
It supports the reward on total mark for inviting signing to register, supports the signing registration management on backstage.The integral that signing obtains can pass through system
Embedded happy and healthy store carries out the exchange of commodity pair, to excite the activity of the user invited and contracted.
4, need to build happy and healthy store, the access of the end PC and mobile terminal access are supported in happy store.Mobile terminal access can
It is embedded among existing wechat system with plan, the later period is adjusted further according to actual needs.Phase is reserved in system design
The demand framework for expanding upgrading is closed, facilitates the smooth upgrade of later period electronic emporium, depending on practical business situation.
5, residents ' health big data platform needs can support largely concurrently, service can be provided simultaneously for hundreds of thousands of users,
In the increased situation of subsequent contracted user, and the ability that can be provided according to the smooth expansion service of development need.This is required
The development phase of system will consider the load balancing of distributed type colony scheme.
6, the storage of mass data, with the development of business, the received data of platform must constantly increase.Its main feature is that
The explosive growth of short time data, data format isomery is changeable after business is complicated.This needs the design of data management system to examine
Consider the reliable memory and efficient access of mass data, the unified access of the isomeric data of cross-domain multi-source is to avoid data complexity
Property increase operation system complexity.On the basis of the data of acquisition at this stage, based on Future Data quantity and class
The development trend of type, design planning go out the data management system that rationally science elasticity is transparent.It is directed in practical business application and produces
Raw data carry out data receiver, data processing, data storage, data management, data interaction, data analysis, data service
Deng under the consideration of combined data actual mass, realizing that data are semi-structured or data structured, facilitate data in data pipe
Use in reason system and business application system.
6, the confidentiality of medical data itself and safety have quite high requirement.In system design process, sufficiently examine
Consider Information Security and confidentiality, therefore the reliable data transmission mechanism of design safety and data encryption mechanism in systems,
From technology realization, with the Encryption Algorithm and transmission mode of mature and reliable, guarantee that data will not be by third in transmission process
Side is stolen.By data encryption algorithm, guarantee data other than service application in any case all have can not
Identity.
7, system stability, require system safe and reliable to operation, will not cause to refuse because of the failure of a certain server
Service, data are not lost absolutely.Meanwhile when certain class service block, snowslide, which will not occur, leads to the obstruction of entire platform.This is wanted
Distributed type assemblies mode will be provided when system being asked to design and avoid Single Point of Faliure, and have fusing mechanism, to avoid the hair of snowslide
It is raw.
Summary of the invention
In view of the above problems, the present invention provides a kind of residents ' health managed care big data platforms.
To achieve the above object The technical solution adopted by the invention is as follows:
A kind of residents ' health managed care big data platform, comprising:
Service application layer: being the system applied for the related service of various schools of thinkers skill of a doctor big data platform, comprising: community is public
System, intelligence row number, intelligence is defended to call out the numbers, is wechat small routine and public platform, happy store, health management system arranged；
Supporting layer: the support of the related service of service application layer, including uniform service access, clothes are to provide for
Business building, supporting, application development framework, application and development support；Uniform service access provides the unified visit externally serviced
The rule asked；Service construction includes fundamental construction, public component, business component；Supporting includes base support, distribution
Service dispatch support, Services Integration；Application development framework, application and development support provide the related branch of system development part
Support；
Data analysis layer: having reserved the calculating analysis of medical data, including unified task schedule, distributed computing engine,
Real-time streams computing engines；Unified task schedule realizes the task schedule of cross-platform unified operation, improves scheduling controlling monitoring；Point
Cloth calculates and real-time stream calculation is both for the demand of the analysis of medical big data, proposes effective analytical calculation side
Formula；
Data aggregation layer: the correlation function of universal data access, uniform data storage is provided, in universal data access
In, mainly utilize metadata management, access interface, Data Access Components, distributed query engine；
Data exchange layer: it is formed including management assembly and distributed data bus；Data management component include: adapter,
Converter, quality of data verification, scheduling engine, flow engine, persistence caching, file/message exchange, Command Line Parsing, rule
Engine, metadata management；Distributed data bus provides the function of whole system data exchange；
Infrastructure layer: infrastructure layer mainly includes infra structure hardware, as database server, service server,
Router, interchanger, firewall.
Residents ' health managed care big data platform provided by the invention is based on based on residents ' health management, covers house
Chamber doctor signing, health account are established to be commented with management, wechat reservation, intelligent queuing, the acquisition of physical examination data, health examination
Estimate, long-range sign monitoring, health control remind etc. subsystems, directly disposed using in community hospital, partial function docking it is existing
System realizes community hospital and the covering of community resident, realizes beneficial support to community resident's management of public health.?
On the basis of system advantage, realize in community hospital using general practitioner as the residents ' health Executive Team of core for
The archives of residents ' health management and path analysis, while providing for resident the residents ' health based on Residential soil
Comprehensive service, such as signing family doctor, intelligent scheduled visits, health evaluating, one-to-one service of health control person etc..
The present invention is according to " the basic public health service specification of country ", on the basis for realizing existing business system docking pair
On, sufficiently optimize and combine residents ' health service application, resident health data managing, residents ' health service involved in each height
System collect integration and establishes residents ' health management platform and residents ' health medical treatment big data platform, realizes family at this stage
Chamber doctor sign-on rate further increases, and the real-time dynamic for meeting later period residents ' health manages.
Under the premise of obtaining a large amount of residents ' health data in the future, the customization of residents ' health medical data is analyzed
It excavates, realizes the application of data reasonable standard.For residents ' health big data platform, the later period can be provided based on residents ' health
Correlation function and manufacturer it is integrated, using different angle and channel, meet a variety of requirements of residents ' health, it is strong to make resident
The health ecosystem realizes the long-term sustainable development of cause of residents ' health medical treatment, meets residents ' health requirement.
Hygiene medical treatment administrative department is realized for the scientific management of residents ' health, for the civil affairs department for administrative area
Civil service (for example society the elderly shows loving care for) management in domain is completed under the conditions of using the realization of existing residents ' health management
The service of system and enterprise to residents ' health management, while providing relevant auxiliary for the management of related governmental departments and supporting.
Detailed description of the invention
Attached drawing is used to provide further understanding of the present invention, and constitutes part of specification, with reality of the invention
It applies example to be used to explain the present invention together, not be construed as limiting the invention.In the accompanying drawings:
Fig. 1 is overall logic of embodiment of the present invention configuration diagram；
Fig. 2 is service application layer of embodiment of the present invention logical architecture schematic diagram；
Fig. 3 is supporting of embodiment of the present invention layer logical architecture schematic diagram；
Fig. 4 is data of embodiment of the present invention analysis layer logical architecture schematic diagram；
Fig. 5 is data aggregation layer of embodiment of the present invention logical architecture schematic diagram；
Fig. 6 is data exchange layer of embodiment of the present invention logical architecture schematic diagram；
Fig. 7 is infrastructure layer of embodiment of the present invention logical architecture schematic diagram.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts it is all its
His embodiment, shall fall within the protection scope of the present invention.
A kind of residents ' health managed care big data platform provided by the invention includes based on community resident health management
Based on community's public health system, the health control long-range to resident is realized in conjunction with health control platform, for inhomogeneity
The demand of the residents ' health of type realizes independent procurement in the platform of happy electronic emporium, realizes the personalization of residents ' health demand
Service.
Under all business platforms, is realized by the technology of mature and reliable, realize the reliable and stable of residents ' health data
Acquisition, real-time, interactive, using the business model and efficient data model for agreeing with practical business, realize residents ' health data
Analysis, the health management service for community hospital, community resident, functional government departments provide outstanding reliable operation and support, are
Management provides accurately and effectively decision assistant.
As shown in Figure 1, residents ' health management big data platform be made of multiple subsystems, between subsystems
The residents ' health management business of the entire various schools of thinkers skill of a doctor is completed in cooperation.Integrated on general frame around Residential soil and signing,
Health control, healthy store provide service.
The subsystem of construction is the organic moiety of platform, is formed on platform logic by 6 layers.Respectively service application layer, clothes
Business supporting layer, data analysis layer, data aggregation layer, data exchange layer, infrastructure layer.
User and related docking: system user mainly includes patient, medical staff, health control person.The docking of system correlation
The main related docking including check-up equipment, PACS system, LIS system.
Service application layer: service application layer primarily directed to various schools of thinkers skill of a doctor big data platform related service application be
System specifically includes that and community's public affairs defends system (resident files file administration, special file administration, community hospital's routine work pipe
Reason), intelligence row number (row number management, equipment interconnection) is intelligently called out the numbers (management of calling out the numbers, equipment interconnection), wechat small routine and the public
Number (public platform, Login Register, resident's function, doctor's function, health control person's function), happy store (integration managing, member
Management, merchandise control, statistical report form, logistics system, payment and settlement system), health management system arranged (follow-up today, Yong Huguan
Reason, health control, statistical report form, reservation, user experience).
Supporting layer: supporting layer is to provide for the support of the related service of service application layer, and main includes system
One service access, service construction, supporting, application development framework, application and development support.Uniform service access provides pair
The rule of the unified access of outer service.Service architecture includes: fundamental construction, public component, business component.Supporting packet
It includes: base support, Distributed Services scheduling support, Services Integration.Application development framework, application and development support provide system
Develop the associated support of part.
Data analysis layer: data analysis layer has reserved the calculating analysis of medical data.Data analysis layer mainly includes unification
Task schedule, distributed computing engine, real-time streams computing engines.Unified task schedule realizes the task of cross-platform unified operation
Scheduling can improve scheduling controlling monitoring.The need of distributed computing and real-time stream calculation both for the analysis of medical big data
It asks, proposes effective analytical calculation mode.
Data aggregation layer: data aggregation layer provides the correlation function of universal data access, uniform data storage.It is uniting
In one data access, metadata management, access interface, Data Access Components, distributed query engine are mainly utilized.
Data exchange layer: data exchange layer mainly includes management assembly and distributed data bus composition.Data management group
Part includes: adapter, converter, quality of data verification, scheduling engine, flow engine, persistence caching, file/message friendship
It changes, Command Line Parsing, regulation engine, metadata management.Distributed data bus provides the function of whole system data exchange.
Infrastructure layer: infrastructure layer mainly includes infra structure hardware, as database server, service server,
Router, interchanger, firewall etc..
Be illustrated in figure 2 service application layer logical architecture schematic diagram of the embodiment of the present invention: Nginx is a lightweight
Web server/Reverse Proxy and Email (IMAP/POP3) proxy server, and in a BSD-like agreement
Lower distribution.Its main feature is that occupying, memory is few, and concurrent capability is strong, and in fact the concurrent capability of nginx is really in the net of same type
Performance is preferable in page server.Nginx is as load-balanced server: Nginx both can it is internal directly support Rails with
PHP program is externally serviced, and can also support externally to be serviced as http proxy server.Nginx is carried out using C
It writes, whether system resource overhead or CPU service efficiency are all well many than Perlbal.Handle static file, index
File and automatic indexing；Open filec descriptor buffering.The reverse proxy of no caching accelerates, simple load balancing and appearance
It is wrong.FastCGI, simple load balancing and fault-tolerant.Modular structure.Including gzipping, byte ranges,
The filter such as chunked responses, and SSI-filter.If handled by FastCG or other proxy servers single
Multiple SSI present in page, then this processing can be run parallel, without mutually waiting.Support SSL and TLSSNI.
It include the public Residential soil defended in system, special archives, community hospital day by the function that Nginx is realized
Normal related pages；The Login Register of wechat small routine and public platform, resident/doctor/health management function page；It is happy
Integral, member, commodity, statistical report form, logistics, the payment and settlement related pages in store；Follow-up today of health control, user
Management, health control, statistical report form, reservation, user experience related pages.
Tomcat server is the Web Application Server of a free open source code, belongs to lightweight application service
Device is commonly used in the case where middle-size and small-size system and concurrent users are not many occasions, is exploitation and debugging JSP program
First choice.For a beginner, it may be considered that Apache Server ought have been configured on a machine, it can benefit
The access request of HTML (application under the standard generalized markup language) page is responded with it.Actually Tomcat is
The extension of Apache Server, but it is independently operated when running, so when you run tomcat, it effectively as
One with the independent process isolated operation of Apache.
It include the public Residential soil defended in system, special archives, community hospital day by the function that Tomcat is realized
Normal related service；The Login Register of wechat small routine and public platform, resident/doctor/health management function service；It is happy
The integral in store, member, commodity, statistical report form, logistics, payment and settlement related service；Follow-up today of health control, user
Management, health control, statistical report form, reservation, the related service of user experience.
Hybrid App refers to the app between web-app, native-app the two, although it appears to be one
A Native App, but only one UI WebView, the inside access is that net most starts by a Web App, such as street
Using being exactly the shell for having wrapped a client, the inside is the webpage of HTML5 in fact, just releases real native applications later.It is thorough again
Bottom any, such as palm Baidu and Taobao customer end A ndroid editions, what is walked is also the route of Hybrid App, but palm
The not instead of WebView encapsulated inside Baidu, the browsing kernel of oneself, so more like client in experience, it is more efficient.
The pipe of calling out the numbers of the row number management including intelligent queue machine system, intelligent number calling machine system realized by Hybrid
Reason.About row number and calling system to khaki docking, printer docking, voice control by .NET, Android develop come
It realizes.
Fig. 3 is supporting of embodiment of the present invention layer logical architecture schematic diagram, Ingress principle and example:
In Kubernetes, the IP address of Service and Pod can only route in cluster internal network, all arrival " border routings
It the network flow of device " (Edge Router) or is dropped；Ingress is in external (public network) service to cluster
Regular set between Service: the request for allowing access into cluster is forwarded to Service in cluster；Ingress can handle
Service (service of Kubernetes) is configured to the URL that outer net is able to access that, flow load balance terminates SSL, is provided in
The fictitious host computer etc. of domain name access, user access URL (by way of API resource service, such as: caas.one/kibana)
Into and request Service, an Ingress controller is responsible for handling the request flow of all Ingress, it is usually one
A load balancer, it also can be set on border router, or help by additional front end to handle the stream of HA mode
Amount.
In supporting layer, the function that Ingress provides uniform service access is realized.
Spring Cloud is a series of ordered set of frames.It is ingenious using the exploitation convenience of Spring Boot
Ground simplifies the exploitation of distributed system infrastructure, as service discovery registration, configuration center, messaging bus, load balancing,
Breaker, data monitoring etc. can accomplish one-key start and deployment with the development style of Spring Boot.Spring is not
There is repetition to manufacture wheel, it is by the comparative maturity of each company's exploitation at present, stands the service framework actually tested
It combines, is encapsulated again by Spring Boot style and masked complicated configuration and realization principle, it is final to be opened
Originator leave it is a set of be easily understood, easily deployment and Development of Distributed System kit easy to maintain.
In supporting layer, Spring Cloud provides the foundation component (such as messaging service, log services, exception
Reason, buffer service, monitoring service, data service, resource service), public component (such as purview certification service, statistical analysis clothes
Business, search service), (such as queuing service, service of calling out the numbers, public affairs defend service, wechat service, store service, monitoring to business personnel's component
Management service) function realize.
Kubernetes is the Open Source Platform for automating container operation, these operations include deployment, scheduling and node cluster
Between extend.
In supporting layer, Kubernetes provide the foundation support, Distributed Services scheduling support, Services Integration.
Wherein base support includes: registration service, gateway, mirror image warehouse, configuration management, calls tracking, gray scale publication, service
Improvement, current limliting degradation, service orchestration, resource isolation, load balancing, elastic telescopic.Distributed Services scheduling support includes: excellent
First grade queue, regulation engine, scheduling of resource, service collaboration.Additionally provide Services Integration.
Application development framework specifically include that interaction design, interface, data adapter unit, common template, integrated IDE,
Application framework.
Application and development support specifically includes that application and development and middleware services.Application and development includes: development management platform,
Automatic test, deployment support, operation and monitoring.Among middleware services include: message-oriented middleware, WEB middleware, cache
Part, load balancing.
Fig. 4 is data of embodiment of the present invention analysis layer logical architecture schematic diagram, and the core of Spark is RDD (elasticity distribution
Formula data set), a kind of general data abstraction encapsulates the data manipulation on basis, such as map, filter, reduce etc..RDD
The abstract of data sharing is provided, handles frame, such as MapReduce, Pegel, DryadLINQ and HIVE compared to other big datas
Deng this characteristic is lacked, so RDD is more generally applicable.Being briefly outlined RDD:RDD is one not revisable, the object of distribution
Set.Each RDD is made of multiple subregions, and each subregion can calculate on different nodes simultaneously in the cluster.RDD can be with
Any object comprising Python, in Java and Scala.
Spark Stream is the extension to spark core api, there is a good scalability, very high handling capacity with
And the Stream Processing process of the dynamic data of fault-tolerance.Data can come from different data sources, such as Kafka, Flume,
Twitter, ZeroMQ, Kinesis, or TCP sockets, some complicated algorithms with Premium Features, such as map,
These algorithms can be used to carry out the processing of data in reduce, join andwindow.Finally, file is pushed data into
System, on database and instrument board.In fact, machine learning algorithm and " figure can be used in the treatment process of data flow
Handle " (graph processing) algorithm.
Storm is a distributed real time computation system that is free and increasing income.Can be easily done using Storm can
Unlimited data flow is handled by ground, as Hadoop batch processing big data, Storm can be with real-time processing data.Storm
Simply, any programming language can be used.In data analysis layer, under the premise of unified task schedule, distributed meter is provided
Calculate engine and real-time streams computing engines.Wherein distributed computing engine is to calculate to realize by Spark, real-time streams computing engines
It is to calculate to realize by Storm and Spark Stream.
Fig. 5 is data aggregation layer of embodiment of the present invention logical architecture schematic diagram, and data aggregation layer includes universal data access
Engine and uniform data storage.Wherein universal data access engine, using DataCellDAP as access engine, including first number
According to management, access interface (JDBC, NativeAPI, proxy access), Data Access Components.Uniform data storage includes: SQL
Parsing, driven management, rights management, url management, routing management, load management, fault-tolerant management.Distributed query engine is adopted
With DQE product.
DataCellDAP is the distributed number for being suitble to enterprise-wide, can accessing to high-performance various multiple and distributing sources
According to access platform, in processing kinds of platform relationship and non-relational information provide unified access mode and interface, make
Enterprise can use the various databases on backstage by a unified access entrance.It establishes between the application and the database
Isolation reduces the work that enterprise carries out data transfer, duplication and conversion, solves resource wave caused by the duplication of enterprise's mass data
Take, inefficiency, data safety the problems such as, help enterprise solve heterogeneous data source unified management, provide system for application and development
One data service supports inter-library inquiry and aggregate query and inter-library solution.
DQE (Distributed Query Engine) is extended Impala kernel, makes its accessing storage resources
Ability is further promoted, and has supported ten multiple data sources (as long as client is in need, can also continue to extend) at present.Due to expanding
Up to ten several data sources are opened up, inter-library correlation inquiry may be implemented in DQE, this is a critically important feature of DQE.
Fig. 6 is data exchange layer of embodiment of the present invention logical architecture schematic diagram, and data exchange layer is using DataEcho
Implementation tool as data exchange.DataEcho is the starting point of data driven architecture, is the data of uniform data support platform
Source is supported by different grasp modes to from each operation system data source, data warehouse, big data platform, third party
The data of the different data sources such as provider and awareness apparatus are acquired transmission, and can to enter the data of platform according to
It carries out including the pretreatments such as filtering, arrangement, format conversion according to specified configuration rule and strategy, to complete data from source system
Unite into uniform data support platform collecting between each storage management system, exchange and shared procedure.Yi Yun data exchange is flat
Platform mainly includes transport layer, switching layer, operation layer and management level.Data exchange layer mainly includes management level, operation layer, exchange
Layer, tradition stratum, rights management, operation management.
Management level specifically include that data map, configuration management, alert management, workflow management, task management, scheduling pipe
Reason, persistence management, system administration.
Operation layer includes: adapter, converter, quality of data verification, scheduling engine, Command Line Parsing, flow engine, member
Data management.Adapter includes: relevant database, file system, data warehouse, big data platform, NoSQL database, answers
With system API, database real-time logs ....Converter include: coding, date format, separator, SQL, packet filtering,
Merge fractionation, increment identification ....Quality of data verification includes: to import verification, export verification, conversion verification, business verification.
Scheduling engine includes: task schedule, scheduling of resource, scheduling of being in debt, scheduling configuration.
Switching layer includes persistence caching, data exchange, exchanged form, exchanging mechanism.Persistence caching is held including data
Longization, state persistence.Data exchange includes exchange files, message exchange, flow data exchange ....Exchanged form includes one
To one, one-to-many, many-one, multi-to-multi.Exchanging mechanism mainly includes regulation engine, dynamic configuration, event notice, priority
Queue.
Transport layer (i.e. data/address bus) includes network model, pluggable model, communication mode.Network model include broadcast,
Multicast, routing, static state.Pluggable module includes encryption, decryption, compression, decompression.Communication mode includes publish/subscribe, group
Group communication, queue, RPC.
Rights management mainly includes user management, empowerment management, behavior auditing.
Operation management mainly includes event alarm, index collection, unified certification, system configuration, safety management, log pipe
Reason.
The Unified Data Transport of heterogeneous data source in the medical data of the various schools of thinkers skill of a doctor may be implemented in Unified Data Interchange Platform
The problem of, for example, in LIS system, HIS system, PACS system isomeric data transmission.The number under mashed up mode is also supported simultaneously
According to conversion, unified Exchange Service is provided for medical profession or system developer, supports matching for flexible multi-source multi-target
It sets, supports being applied in combination for more converters.Unified Data Interchange Platform supports data increment, full dose to update, and supports to data
Each step of exchange carries out distributed extension, improves the performance of entire data interchange platform.Unified Data Interchange Platform
Distributed deployment framework supports the data exchange between cross-domain multiple data centers, suitable for the network demand of different situations, supports
Data exchange can be achieved in star, netted and compound network topology under the network condition of a variety of data safeties isolation.
For example data are synchronized and are interacted between the community hospital of the later period different regions of business development.
Fig. 7 is infrastructure layer of embodiment of the present invention logical architecture schematic diagram, and infrastructure layer mainly includes database clothes
The related infrastructures such as business device, service server, router, interchanger, firewall.
Infrastructure layer provides relevant management:
Network security management: designated person is managed network, and responsible running log, network monitoring record daily
Maintenance and warning message analysis and processing work；Network security management system is established, when saving to network security configuration, log
Between, security strategy, upgrading and patch installing, password update cycle etc. make stipulations；The software upgrading version provided according to producer
This is updated the network equipment, and backs up before the update to existing vital document；Periodically network system is carried out
Vulnerability scanning timely repairs the network system security loophole of discovery；The configuration file of the network equipment is carried out regular
Backup；Guarantee that all and external system connection is authorized and ratifies.
System security management: the access control policy of system is determined according to business demand and System Safety Analysis；Periodically into
Row vulnerability scanning repairs the System Security Vulnerability of discovery in time；The latest patch program of installation system, in installation system
It unites before patch, Ying Shouxian is tested and passed through in test environment, and after backing up to vital document, can implement system mend
The installation of program；System security management system is established, to System Security Policy, security configuration, log management and regular job
Process etc. is made stipulations；System is safeguarded according to operation manual, in detail record operation log, including important day
The contents such as normal operation, operation and maintenance record, the setting of parameter and modification, forbid to carry out unwarranted operation；Periodically to operation
Log and Audit data are analyzed, so as to the behavior that notes abnormalities in time.
Computer hierarchical protection management: according to national regulatory authorities to computer security incident rank division method
The influence generated with security incident to this system carries out grade classification to this system computer security incident；Record and save institute
There are the security vulnerabilities and suspicious event of report, analyze business reasons, supervises impact development, take measures that security incident is avoided to send out
It is raw.
Emergency preplan management: the emergency preplan of different event, emergency preplan frame are formulated under unified emergency preplan frame
Frame should include that condition, emergency processing flow, the system of starting emergency preplan restore the contents such as process, subsequent education and training；It is right
The relevant personnel of system carry out emergency preplan training, and the training of emergency preplan should at least be held once every year.
A kind of residents ' health managed care big data platform business function provided by the invention mainly by 4 operation systems,
2 external device system compositions:
One, operation system are as follows:
Community's public affairs defend system:
Community's public affairs, which defend system, is served as theme with Residential soil, and the correlation provided in infrastructure service is defended in conjunction with state the father-in-law
The planning and implementation operation system in special health control path.For the specific business scenario of community hospital, community is further comprised
Hospital management, phase professional medical system docking related content.
It is health management system arranged:
Health control is health control team, for the industry of the process management of the relevant health project of health control member
Business system, the long-range monitoring prompting of the main management service set meal including healthy member, health, the scheduled visits of member, health are remote
The related contents such as journey nurse.
Wechat small routine and public platform:
Wechat small routine and public platform mainly realize community hospital, community resident, health control, happy and healthy store
Mobile terminal realize, provide convenient reliable access use.
Happy store:
When resident community hospital contract family doctor after, automatically become the member in happy and healthy store.Happy store mentions
The health-oriented products service platform for different members, different individual demands has been supplied, has mainly included to health-oriented products/service
Screening, online, sale, service, related management after sale.
Two, external device system includes:
Intelligent number calling machine system:
Intelligent number calling machine system is for the number calling machine of doctor's interrogation of community hospital, and the intelligence for disposing installation, which is called out the numbers, is
System.
The intelligence number of taking machine system:
The intelligence number of taking machine system is the number of the taking machine for community hospital, disposes the intelligent queuing system of installation.Number for the number of taking
Code includes reservation number and the scene number of taking.
Community's public affairs are defended system business function and are mainly realized:
1, the management of Residential soil: Residential soil management is according to " national basis public health service rule
Model " in management based on Residential soil, comprising: archives and information management, the planning of special shelves, path planning, dynamically reflect,
The correlation functions compositions such as archives Template Manager, archives importing.
2, the management of community hospital: community hospital's routine work management is for community hospital director, doctor, Hu Shiji
The related management that personal management, the routine work of associated care personnel works, comprising: medical staff's management, patient care team's pipe
Reason department, consulting room management, management of arranging an order according to class and grade, reservation management, hospital guide, is begun to treat patients, physical examination management, signing management, equipment management, outside
The correlation functions such as system docking composition.
3, special file administration: special file administration is directed to not according in " national basis public affairs defend Health Services specification "
Same personnel, the special archives of disease, special implementation path related management, comprising: special archives Template Manager, special shelves information
It is formed with correlation functions such as task management, the promptings of special shelves path.
Health management system arranged is the operation system that health control team carries out member health control, business function master
It realizes:
1, healthy member management: the community resident for the family doctor that contracted is exactly healthy member, for the base of healthy member
This management is member management, comprising: member profile management, crowd management, effective period management correlation function.
2, health control: for the related management of the fitness programme of member, comprising: pay a return visit management, Health intervention, health
It reports, the correlation function of assessment report.
3, reservation management: reservation management is healthy team, for the related management for replacing reservation of member, comprising: pre-
About, the correlation function of reservation search.
4, statistical report form: health control person mainly includes blood pressure management for the performance appraisal of the health control of member
The statistics of the data such as rate, rate lost to follow-up.
5, user experience: for the related management of the user experience of the related service of the health management service of membership buying,
It include: suggestion feedback, the correlation function for complaining suggestion, information exchange.
6, account management: for the correlation function of account configuration.
Happy store is to provide the commodity platform of the relevant products & services of residents ' health, and relevant health commodity can be with
It is that the various schools of thinkers skill of a doctor independently provides, such as medical dependent merchandise, healthy related service.
Happy store uses member system, after resident contracts family doctor, automatically obtains the membership in happy store.
After member completes the implementation of path prompt or invites resident's signing, correlation intergal reward can be all obtained.Reward on total mark can be
Dependent merchandise is exchanged in store.
Happy store specifically includes that
1, store business: store is runed primarily directed to store member operation management related to commodity, is specifically included that
Integration managing, member management, merchandise control correlation function.
2, store APP: store APP is realized on the line for the APP in happy store, specifically includes that homepage, commodity point
Class, Recommendations, shopping cart, personal account correlation function.
3, store is runed: the management for the related content that store operation mainly runs store specifically includes that store visitor
The correlation function that clothes, logistics management, commodity are settled accounts.
4, data statistics: data statistics is the related data statistics of store operation, specifically includes that commodity statistics, order system
The correlation function of meter, member's statistics.
5, system administration: system administration is the related system management in happy store, specifically includes that user setting, permission are set
It sets, the correlation function of menu setting.
Wechat small routine and the main of public platform include for community resident, community hospital doctor, health control team
The access of the wechat small routine of related personnel is realized, for the realization of the correlation function of the public platform of community hospital.
1, resident's version small routine: resident's version small routine is resident using small routine, conveniently and efficiently realizes that related communities occupy
The line of the business tines such as the correlation function of the health control of the people, such as residents ' health Physical examination, reservation doctor, signing integral
Upper realization.Specifically include that Login Register, health center, information centre, personal homepage correlation function.
2, doctor's version small routine: doctor's version small routine is Community Doctor using small routine realization related service function, such as
The business tines such as signing integral, diagnostic recommendations, Information Statistics.Specifically include that doctor's homepage, doctor's integration managing, user data
Library, diagnostic listing correlation function.
3, be good for pipe small routine: strong pipe small routine is the business function little Cheng of health control of the health control person for member
The realization of sequence, such as the health follow-up of member, the business tines such as healthy data management of member.Specifically include that homepage,
User management, subscription services, statistical report form correlation function.
4, wechat public platform: public platform is using public platform to the introduction of relevant health information, member, activity, reservation
Correlation function realization, specifically include that the correlation function that member center, movable special column, examining report, reservation are reminded.
The key data that system is related to is mainly derived from the public related data for defending system.
The calling system of number calling machine deployment when intelligent number calling machine system is doctor's interrogation in community hospital, calling system
The public resident's reservation defended of association, patient care team manages, examines Department arrangements, doctor arranges an order according to class and grade, the correlation module of the live number of taking, and carries out
Calling system after intelligent sequencing.Intelligent number calling machine system data source community public affairs defend system data.
The intelligence number of taking machine system is in community hospital, and patient see examining to dispose on the machine of the number of taking used in the number of taking and realize
System.The intelligence number of taking machine system relationship community's public affairs defend resident's reservation in system, patient care team's management, examine Department arrangements, doctor
It is raw arrange an order according to class and grade, the correlation module of the live number of taking, provide the number of taking service after carrying out intelligence computation about the number of taking.The intelligence number of taking machine system
Data source defends system in community's public affairs.
It although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with
A variety of variations, modification, replacement can be carried out to these embodiments without departing from the principles and spirit of the present invention by understanding
And modification, the scope of the present invention is defined by the appended.
Claims (7)
1. a kind of residents ' health managed care big data platform, characterized by comprising:
Service application layer: being the system applied for the related service of various schools of thinkers skill of a doctor big data platform, comprising: community's public affairs, which are defended, is
System, intelligence row number, intelligence calls out the numbers, wechat small routine and public platform, happy store, health management system arranged；
Supporting layer: the support of the related service of service application layer, including uniform service access, service structure are to provide for
It builds, supporting, application development framework, application and development support；Uniform service access provides the unified access externally serviced
Rule；Service construction includes fundamental construction, public component, business component；Supporting includes base support, Distributed Services tune
Degree support, Services Integration；Application development framework, application and development support provide the associated support of system development part；
Data analysis layer: having reserved the calculating analysis of medical data, including unified task schedule, distributed computing engine, in real time
Stream calculation engine；Unified task schedule realizes the task schedule of cross-platform unified operation, improves scheduling controlling monitoring；Distribution meter
It calculates and real-time stream calculation is both for the demand of the analysis of medical big data, propose effective analytical calculation mode；
Data aggregation layer: providing the correlation function of universal data access, uniform data storage, main in universal data access
To utilize metadata management, access interface, Data Access Components, distributed query engine；
Data exchange layer: it is formed including management assembly and distributed data bus；Data management component includes: adapter, conversion
Device, quality of data verification, scheduling engine, flow engine, persistence caching, file/message exchange, Command Line Parsing, regulation engine,
Metadata management；Distributed data bus provides the function of whole system data exchange；
Infrastructure layer: infrastructure layer mainly includes infra structure hardware, such as database server, service server, routing
Device, interchanger, firewall.
2. a kind of residents ' health managed care big data platform as described in claim 1, it is characterised in that: the service application
Layer is realized based on Nginx load-balanced server, Tomcat server and Hybrid App.
3. a kind of residents ' health managed care big data platform as described in claim 1, it is characterised in that: the supporting
Layer by Ingress provide uniform services access function realize, Spring Cloud provide basic component, public component, business
Member component function realize, Kubernetes provide the foundation support, Distributed Services scheduling support, Services Integration.
4. a kind of residents ' health managed care big data platform as described in claim 1, it is characterised in that: the data analysis
Layer realizes distributed computing engine based on Spark technology, reality flowmeter when being realized based on Spark Stream technology and Storm technology
Calculate engine.
5. a kind of residents ' health managed care big data platform as described in claim 1, it is characterised in that: the data fusion
Layer includes that universal data access engine and uniform data store, wherein universal data access engine, using DataCellDAP conduct
Engine, including metadata management, access interface, Data Access Components are accessed, uniform data storage includes SQL parsing, driving tube
Reason, rights management, url management, routing management, load management, fault-tolerant management.
6. a kind of residents ' health managed care big data platform as described in claim 1, it is characterised in that: the data exchange
Layer uses implementation tool of the DataEcho as data exchange.
7. a kind of residents ' health managed care big data platform as described in claim 1, it is characterised in that: the infrastructure
Layer includes database server, service server, router, interchanger, firewall.
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| CN201811450771.5A CN109920522A (en) | 2018-11-30 | 2018-11-30 | A kind of residents ' health managed care big data platform |
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| CN201811450771.5A CN109920522A (en) | 2018-11-30 | 2018-11-30 | A kind of residents ' health managed care big data platform |
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ID=66959781
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| CN201811450771.5A Withdrawn CN109920522A (en) | 2018-11-30 | 2018-11-30 | A kind of residents ' health managed care big data platform |
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