CN109189784A - A kind of method of distributed electronic medical record data integration - Google Patents
A kind of method of distributed electronic medical record data integration Download PDFInfo
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- CN109189784A CN109189784A CN201810899894.0A CN201810899894A CN109189784A CN 109189784 A CN109189784 A CN 109189784A CN 201810899894 A CN201810899894 A CN 201810899894A CN 109189784 A CN109189784 A CN 109189784A
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/60—Protecting data
- G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
- G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
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Abstract
The present invention, which relates to, discloses a kind of method of distributed electronic medical record data integration.Step includes: the data standard of step S1, definition document index；Step S2, the data center for storing document index is established；Step S3, by searching for the document index of data center, corresponding medical information is transferred.I.e. using document index book keeping operation, the integration technology of document data distributed storage, for the clinical data Center Technology mode of Relatively centralized formula, there is obviously technical advantage.
Description
Technical field
The present invention relates to a kind of methods that big data technical field more particularly to distributed electronic medical record data are integrated.
Background technique
With universal, the enclosure wall of health service breakthrough hospital of " internet+medical treatment & health " service, all medical treatment
Service will be no longer confined in Dan Jia medical institutions, and the cooperation and doctor between medical institutions realize patient using internet
Before examining, examine in and the continuous sex service after examining will become the new model of unfinished health service.Therefore patient is in each medical treatment
The medical history information data that the medical services of mechanism, various modes generate, which must combine, to be shared, could be preferably real
The continuity and validity of existing cooperation with service and health service.Therefore the electronic health record Data Integration across mechanism cross-system becomes branch
Support the basis of " internet+medical treatment & health " service.The integration mode of traditional electronic health record is the clinical data for establishing centralization
Center Technology mode, this technical solution will be distributed over being converted into uniformly for the medical history information timing of each health service mechanism
Standard upload region clinical data center, data center according to seek unity of standard it is centrally stored after unified electronic health record is provided again
Data sharing service, these data include the case history of patient, prescription, examine audit report, physical examination report, health monitoring data,
Medical image data etc..This mode uses many years, at present application effect and bad, is primarily present following several
The problem of aspect.
(1) it is big to promote difficulty for Data Integration.Require the various systems of each medical institutions according to system in this technical solution
One data standard periodically uploads after being converted, and since the structure of electronic health record data is many and diverse, many kinds of, to define several hundred
The construction standard of kind medical document simultaneously will allow each system to carry out conversion upload by it, and workload is huge, therefore causes pushing away
The problems such as fltting speed is slow during wide, and the data just integrated at last also have data imperfect, and accuracy is not high.
(2) data volume is big, and integration efficiency is not high, practicability is not high and cost is huge.Since the data of electronic health record compare
Huge, especially many medical image datas, real-time Transmission is unrealistic, therefore the technical solution can only be fixed by night
Shi Jinhang data upload integration, but cause so many data sharings can not real-time implementation, be unable to satisfy the scene of medical services
It is required that and the storage equipment that needs of data center and the requirements such as the network equipment it is all very high, the cost of investment is huge.
(3) data safety and secret protection are relatively difficult.Since the technical solution is left concentratedly using data, data
Safety and secret protection are all guaranteed by data center, therefore the risk of data is relatively high.
Summary of the invention
The present invention provides distributed electronic medical record data to solve above-mentioned defect existing in the prior art and deficiency
The method of integration, i.e., using document index book keeping operation, the integration technology of document data distributed storage, the clinical number of Relatively centralized formula
For Center Technology mode, there is obviously technical advantage.
Technical solution of the present invention: a kind of method of distributed electronic medical record data integration, step include:
Step S1, the data standard of definition document index；
Step S2, the data center for storing document index is established；
Step S3, by searching for the document index of data center, corresponding medical information is transferred.
Preferably, step S1 includes:
Step S101, by the data access of each data sub-central's server into data center server, to each number
Quality evaluation, which is carried out, according to the data of branch center server enters step S102 if quality evaluation passes through；If quality evaluation
Do not pass through, then data center server does not pass through conclusion to data sub-central's server feedback；
Step S102, data center server establishes simultaneously maintenance criterion variable and normal dictionary, meanwhile, establishing criteria variable
With normal dictionary to data prediction；
Step S103, pretreated electronic health record data and definition document index are mapped one by one.
Preferably, quality evaluation described in the step S101, comprising: data integrity, Data duplication rate, data are inclined
The assessment of difference, data volume size.
Preferably, the step S2 includes:
Step S201, the data center of document index is established；
Step S202, opening document index listing standard interface；
Step S203, the interface of each medical data branch center server calls step S202 realizes electronic medical record document index
Upload.
Preferably, the step S3 includes:
Step S301, each medical data branch center server provides the correspondence document viewer of own electronic medical record data,
Configuration registration is carried out to document index center；
Step S302, the opening of document index data center provides individual electronic medical record Data Integration and shows interface, first
First show document index catalogue；
Step S303, the document viewer of corresponding medical information system is transferred according to document index catalogue.
The beneficial effects of the invention are that reducing the difficulty of practice and extension.The present invention is due to only acquiring electronic medical record document
Index data realize Data Integration, evaded the standardization issue to several hundred kinds of medical documents, so comparatively reducing
The difficulty of practice and extension；Improve data acquisition and shared efficiency.The present invention is stored using distributed data, is reduced
The data volume of acquisition and storage is needed, realizes on-demand acquisition and access, therefore integrates and shares more efficient；Reduce cost
Investment.Amount of the present invention due to greatly reducing Data acquisition and storage reduces and realizes the soft or hard of electronic health record integration
Part input cost；The demand of business scenario is more easily satisfied.Data acquisition of the invention and access realization are real-time, therefore can
Meet the various businesses scene of health service；Data safety and secret protection are easier to realize.Data of the invention use
Distributed storage, it is easier to realize the safety and secret protection of data.
Detailed description of the invention
Fig. 1 is the principle of the present invention schematic diagram.
Specific embodiment
The invention will now be described in further detail with reference to the accompanying drawings, but is not the limit to the scope of the present invention
System.
Technical solution of the present invention: a kind of method of distributed electronic medical record data integration, as shown in Figure 1, step includes:
Step S1, the data standard of definition document index；
Step S2, the data center for storing document index is established；
Step S3, by searching for the document index of data center, corresponding medical information is transferred.
In above-mentioned technical proposal, by storing to index document index, the mark to several hundred kinds of medical documents is evaded
Quasi-ization problem, so comparatively reducing the difficulty of practice and extension；Improve data acquisition and shared efficiency.
Specifically, step S1 includes:
Step S101, by the data access of each data sub-central's server into data center server, to each number
Quality evaluation, which is carried out, according to the data of branch center server enters step S102 if quality evaluation passes through；If quality evaluation
Do not pass through, then data center server does not pass through conclusion to data sub-central's server feedback；
Step S102, data center server establishes simultaneously maintenance criterion variable and normal dictionary, meanwhile, establishing criteria variable
With normal dictionary to data prediction；
Step S103, pretreated electronic health record data and definition document index are mapped one by one.
Further, quality evaluation described in the step S101, comprising: data integrity, Data duplication rate, data are inclined
The assessment of difference, data volume size.
It is stored using distributed data, reduces the data volume for needing acquisition and storage, realize acquisition on demand and access,
Therefore it integrates and shares more efficient；Reduce cost input.
Specifically, the step S2 includes:
Step S201, the data center of document index is established；
Step S202, opening document index listing standard interface；
Step S203, the interface of each medical data branch center server calls step S202 realizes electronic medical record document index
Upload.
Specifically, the step S3 includes:
Step S301, each medical data branch center server provides the correspondence document viewer of own electronic medical record data,
Configuration registration is carried out to document index center；
Step S302, the opening of document index data center provides individual electronic medical record Data Integration and shows interface, first
First show document index catalogue；
Step S303, the document viewer of corresponding medical information system is transferred according to document index catalogue.
The present embodiment, i.e., using document index book keeping operation, the integration technology of document data distributed storage.This method is fixed first
The standard of adopted electronic medical record document index structure, and open offer document index enrollment interface, each medical treatment branch center server exist
Electronic health record data pass through interface in real time and upload relevant electronic medical record document index when generating, document index data center receives
After document index by identities match mechanism by the electronic medical record document catalogue of the different type different institutions of the same patient into
Row collects, while actual medical record data is still stored in each medical branch center server, each medical treatment branch center server to
Document index center provides corresponding different types of electronic health record data browser interface.Document index center opening text
The shared and display interface of shelves index list is then led to when user needs to have access to some specific electronic health record data file
It crosses and each medical branch center server is called to provide different types of electronic health record data browser interface reality to document index center
Now specific electronic health record shows, to realize the integrated and integration of electronic health record data in each system of various types.
Claims (5)
1. a kind of method of distributed electronic medical record data integration, which is characterized in that step includes: step S1, definition document rope
The data standard drawn；
Step S2, the data center for storing document index is established；
Step S3, by searching for the document index of data center, corresponding medical information is transferred.
2. a kind of method of distributed electronic medical record data integration according to claim 1, which is characterized in that step S1 packet
It includes:
Step S101, by the data access of each data sub-central's server into data center server, to each data point
The data of central server carry out quality evaluation and enter step S102 if quality evaluation passes through；If quality evaluation is obstructed
It crosses, then data center server does not pass through conclusion to data sub-central's server feedback；
Step S102, data center server establishes simultaneously maintenance criterion variable and normal dictionary, meanwhile, establishing criteria variable and mark
Quasi- dictionary is to data prediction；
Step S103, pretreated electronic health record data and definition document index are mapped one by one.
3. a kind of method of distributed electronic medical record data integration according to claim 2, which is characterized in that the step
Quality evaluation described in S101, comprising: the assessment of data integrity, Data duplication rate, data deviation, data volume size.
4. a kind of method of distributed electronic medical record data integration according to claim 1, which is characterized in that the step
S2 includes:
Step S201, the data center of document index is established；
Step S202, opening document index listing standard interface；
Step S203, the interface of each medical data branch center server calls step S202 realizes the upper of electronic medical record document index
It passes.
5. a kind of method of distributed electronic medical record data integration according to claim 1, which is characterized in that the step
S3 includes:
Step S301, each medical data branch center server provides the correspondence document viewer of own electronic medical record data, Xiang Wen
Shelves index center carries out configuration registration；
Step S302, the opening of document index data center provides individual electronic medical record Data Integration and shows interface, opens up first
Show document index catalogue；
Step S303, the document viewer of corresponding medical information system is transferred according to document index catalogue.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107833595A (en) * | 2017-10-12 | 2018-03-23 | 山东大学 | Medical big data multicenter integration platform and method |
| CN110162779A (en) * | 2019-04-04 | 2019-08-23 | 北京百度网讯科技有限公司 | Appraisal procedure, device and the equipment of quality of case history |
| CN111899885A (en) * | 2020-06-28 | 2020-11-06 | 万达信息股份有限公司 | Distributed personnel event index implementation method and system |
| CN113628752A (en) * | 2021-07-30 | 2021-11-09 | 山东健康医疗大数据有限公司 | Electronic medical record reporting and monitoring method and system for heating outpatient service of medical institution |
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Cited By (4)
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| CN113628752A (en) * | 2021-07-30 | 2021-11-09 | 山东健康医疗大数据有限公司 | Electronic medical record reporting and monitoring method and system for heating outpatient service of medical institution |
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Application publication date: 20190111 |