CN110310741A - A kind of electric market system of medical artificial intelligence's application - Google Patents
A kind of electric market system of medical artificial intelligence's application Download PDFInfo
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- CN110310741A CN110310741A CN201910583619.2A CN201910583619A CN110310741A CN 110310741 A CN110310741 A CN 110310741A CN 201910583619 A CN201910583619 A CN 201910583619A CN 110310741 A CN110310741 A CN 110310741A
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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
- G06F21/6245—Protecting personal data, e.g. for financial or medical purposes
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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
- G16H30/00—ICT specially adapted for the handling or processing of medical images
- G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
-
- 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
- G16H80/00—ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/66—Arrangements for connecting between networks having differing types of switching systems, e.g. gateways
Abstract
Disclosed herein a kind of electric market systems of medical artificial intelligence application, and using Internet technology, the AI application power of Duo Jia artificial intelligence company is integrated in integration using open platform, and the artificial intelligence application that can cover more diseases is provided to hospital；The service plug of compatibility is provided to the different image system of each hospital by open platform, link hospital system and AI are applied, and reduce the threshold that hospital uses artificial intelligence application, and it is horizontal to improve artificial intelligence assisting in diagnosis and treatment.
Description
Technical field
The present invention relates to the electronic market systems that in terms of medical electric marketplace platform, specifically a kind of medical artificial intelligence is applied
System.
Background technique
Existing medical artificial intelligence (rear abbreviation AI) company is large number of, and overlayable kinds of Diseases are up to hundreds of,
But the kinds of Diseases that each AI system is covered have his own strong points, and how sick can not meet hospital by the system of any AI company
Kind covering.In addition, the image management system standard that each hospital uses is different, any AI company can not pass through mode standard
Service is provided to multiple hospitals image system.
Therefore hospital wants to realize artificial intelligence perfect in all directions, needs to introduce multiple AI systems, this is for hospital
It is a no small burden, while multiple AI systems are also a difficult point with the hospital problem of docking, this results in hospital user
The limitation of work intelligence is more, reduces a possibility that some hospitals are using artificial intelligence.
Summary of the invention
For above situation, for the defect for overcoming the prior art, the present invention provides a kind of applications of medical artificial intelligence
Electric market system is unable to satisfy more diseases, the docking problem of multisystem for single AI company, whole using Internet technology
The AI application power that Duo Jia artificial intelligence company is integrated using open platform is closed, the artificial of more diseases can be covered by providing to hospital
Intelligent use.
A kind of electric market system of medical artificial intelligence's application；Its technical solution solved includes in hospital image data
Report module: it carries out the image data in hospital to integrate processing and reports to intelligent use open platform；The image data
Including magnetic resonance imaging, CT images, ultrasonic image, X-ray image, infrared image etc., in addition there are doctors corresponding with various case histories
Learn model parameter etc.；
Intelligent use open platform: including a, data receiver storage system；The image data reported for hospital and application system
The information such as the basic resource of system are received and are stored, and the accumulation of data are carried out, as database；
B, Data Analysis Services system: user is provided and authorizes entrance, record user authorizes relevant information etc., for the knot received
In structure and unstructured data, user sensitive information is rejected, the sensitive information includes name, cell-phone number, body
Part card number, gender etc.；
C, AI applies center: integrating different AI corporate resources, is converged, applied after test；AI applies center to AI
Company provides access entrance, and access application, ability description and data-interface are submitted to application center by AI company, and each AI application passes through
Using site polymerization, after usability testing, AI auxiliary diagnosis service can be provided for hospital unit；
Platform user: platform it is final use and beneficiary include hospital, AI company, patient；
A, doctor: by platform, the desensitization data that the court's data or patient's authorization can be read carry out diagosis, obtain AI application and are mentioned
A possibility that auxiliary diagnosis of confession is reported, doctor is helped to reduce mistaken diagnosis and fail to pinpoint a disease in diagnosis;
B, AI company: by platform, providing AI to image management system and suggest, without carrying out repeating to open for different systems
Hair reduces AI and applies the cost for entering usage scenario;
C, patient: by platform, the data of oneself can be supplied to AI application and carry out auxiliary diagnosis by patient, to help patient to understand
The disease condition of oneself.
The application platform that the present invention is previously mentioned all is very helpful, by AI to hospital, AI company, doctor, patient
The enforcement that is integrated into of application power is used, and the threshold that hospital uses artificial intelligence application is reduced, and improves artificial intelligence assisting in diagnosis and treatment
Level is all helpful platform to hospital and AI company, applied widely.
Detailed description of the invention
Overall flow schematic diagram of the present invention is shown in Fig. 1.
Data-storage system schematic diagram of the present invention is shown in Fig. 2.
Data Analysis Services system schematic of the present invention is shown in Fig. 3.
Specific embodiment
It is described in detail below in conjunction with embodiment of the attached drawing to technical solution of the present invention.
By attached drawing 1-3 it is found that the present invention includes hospital image data reporting module: the image data in hospital being carried out whole
It closes and handles and report to intelligent use open platform；The image data includes magnetic resonance imaging, CT images, ultrasonic image, X-ray
Image, infrared image etc., in addition there are medical model parameters corresponding with various case histories etc.；
Intelligent use open platform: including a, data receiver storage system；The image data reported for hospital and application system
The information such as the basic resource of system are received and are stored, and the accumulation of data are carried out, as database；
B, Data Analysis Services system: user is provided and authorizes entrance, record user authorizes relevant information etc., for the knot received
In structure and unstructured data, user sensitive information is rejected, the sensitive information includes name, cell-phone number, body
Part card number, gender etc.；
C, AI applies center: integrating different AI corporate resources, is converged, applied after test；AI applies center to AI
Company provides access entrance, and access application, ability description and data-interface are submitted to application center by AI company, and each AI application passes through
Using site polymerization, after usability testing, AI auxiliary diagnosis service can be provided for hospital unit；
Platform user: platform it is final use and beneficiary include hospital, AI company, patient；
A, doctor: by platform, the desensitization data that the court's data or patient's authorization can be read carry out diagosis, obtain AI application and are mentioned
A possibility that auxiliary diagnosis of confession is reported, doctor is helped to reduce mistaken diagnosis and fail to pinpoint a disease in diagnosis；
B, AI company: by platform, providing AI to image management system and suggest, without carrying out repeating to open for different systems
Hair reduces AI and applies the cost for entering usage scenario；
C, patient: by platform, the data of oneself can be supplied to AI application and carry out auxiliary diagnosis by patient, to help patient to understand
The disease condition of oneself.
The hospital image data reporting module guarantees data by customization secure data gateway in reported data
Safety flowing, in official's certificate that secure context has HTTPS two-way authentication and CA to issue；Hospital image data report mould
Block can cover multiple hospitals.
The data receiver storage system includes: a, load balancing cluster: passing through ingress load equilibrium, it is ensured that high
Concurrently, mass data can be born while being reported, it is ensured that multiple hospitals are reported and are independent of each other simultaneously, guarantee fluency；
B, unstructured storage cluster: the unstructured datas such as storing medical image, unstructured data amount is very big, using collection
Group's mode guarantees High Availabitity, expansible；It is stored in such a way that 1 master 3 is standby, guarantees that data are not lost reliably；
C, structured storage cluster: for guaranteeing the patient structureizations information storage such as authorization, evaluation, mark；It is standby using 1 main 3
Mode stores, and guarantees that data are not lost reliably；
D, computing cluster: including the basic resources cluster such as all application systems.
The Data Analysis Services system includes: a, data grant engine: providing user and authorizes entrance, record user awards
The relevant information of power；
B, data desensitize engine: in data receiver storage system structuring and unstructured data handle, by user
Sensitive information reject, such as name, cell-phone number, identification card number, gender.
The intelligent use open platform includes ability open platform: AI ability being polymerize, hospital can pass through energy
The selection of power open platform is applied using any one AI, and obtains docking of the plug-in unit of compatibility for image system in institute, thus
Quickly applied using AI all in the market；Each AI is applied by mentioning using site polymerization is unified from ability open center to hospital
For AI auxiliary diagnosis service.
The intelligent use open platform includes data normalization: the data unified standardization that each AI company is provided
And standardization.
The intelligent use open platform includes data adaptation gateway: physician feedback result is adapted to Cheng Ge AI company
Custom formats feed back to AI company and carry out algorithm study.
The intelligent use open platform includes unified security gateway: be responsible for including all data on public network
The security strategy of circulation.
For the present invention when specifically used, hospital each first can be used simultaneously the electric market system, and each hospital will
The data of oneself the court are uploaded by image reporting module, are stored after reporting to Intelligent Application Platform, intelligent use
Platform can carry out the storage of safety to structural data and unstructured data, the loss of data be avoided, additionally by awarding
The modules such as power and progress desensitization process guarantee the safety of data-privacy well；And handling capacity open platform and it is multiple not
Same AI company interacts, and finally opens to platform user.
The present invention can integrate the AI application power of more artificial intelligence by setting up intelligent use open platform, and
It can be used alone simultaneously, be independent of each other with multiple hospitals, furthermore the artificial intelligence application for covering more diseases can be provided to hospital,
It avoids hospital and needs to introduce multiple AI systems and multiple AI systems and dock problem with hospital, this results in hospital user
The limitation of work intelligence is more, reduces a possibility that some hospitals are using artificial intelligence, reduces hospital and answered using artificial intelligence
It is horizontal to improve artificial intelligence assisting in diagnosis and treatment for threshold.
The present invention, can be fine by devising load balancing cluster, structured storage cluster, unstructured storage cluster
The Various types of data that hospital reports is handled, a large amount of data can be received simultaneously and uploaded, and can be to the structure of upload
Change data and unstructured data to be stored, furthermore the storage of two kinds of data is all made of 1 and leads 3 standby memory modules, can be with
Loss of data is avoided well, guarantees the reliability of storage.
Furthermore secure data gateway is devised in image reporting module to guarantee data in secure context, the present invention
Safety is uploaded, through the design of data desensitization engine and data grant engine, at structuring and unstructured data
The sensitive information of user is rejected and personal data has to pass through user's authorization, desensitization could be used by reason, can be effective
Guarantee individual privacy and data safety, intelligent use open platform is further equipped with unified security gateway, can be responsible for all numbers
According to the security strategy to circulate on public network, the information security of whole market system is protected by multiple safety protection strategy.
For the present invention by AI using the design of center and ability open platform, AI can be very good integration not using center
Same AI corporate resource, is converged；Hospital can the selection of handling capacity open platform applied using any one AI, and obtain compatibility
Property docking of the plug-in unit for image system in institute, to quickly be applied using AI all in the market；So that AI company is not necessarily to
Different image systems is docked in repetition, hospital without the application docking different AI companies and being developed, reduce AI company and
The development cost of hospital.
The application platform that the present invention is previously mentioned all is very helpful, by AI to hospital, AI company, doctor, patient
The enforcement that is integrated into of application power is used, and the threshold that hospital uses artificial intelligence application is reduced, and improves artificial intelligence assisting in diagnosis and treatment
Level is all helpful platform to hospital and AI company, applied widely.
Claims (8)
1. a kind of electric market system of medical artificial intelligence's application, which is characterized in that including hospital image data reporting module:
It carries out the image data in hospital to integrate processing and reports to intelligent use open platform；The image data includes nuclear-magnetism
Image, CT images, ultrasonic image, X-ray image, infrared image etc., in addition there are medical model corresponding with various case histories ginsengs
Number etc.；
Intelligent use open platform: including a, data receiver storage system；The image data reported for hospital and application system
The information such as the basic resource of system are received and are stored, and the accumulation of data are carried out, as database；
B, Data Analysis Services system: user is provided and authorizes entrance, record user authorizes relevant information etc., for the knot received
In structure and unstructured data, user sensitive information is rejected, the sensitive information includes name, cell-phone number, body
Part card number, gender etc.；
C, AI applies center: integrating different AI corporate resources, is converged, applied after test；AI applies center to AI
Company provides access entrance, and access application, ability description and data-interface are submitted to application center by AI company, and each AI application passes through
Using site polymerization, after usability testing, AI auxiliary diagnosis service can be provided for hospital unit；
Platform user: platform it is final use and beneficiary include hospital, AI company, patient；
A, doctor: by platform, the desensitization data that the court's data or patient's authorization can be read carry out diagosis, obtain AI application and are mentioned
A possibility that auxiliary diagnosis of confession is reported, doctor is helped to reduce mistaken diagnosis and fail to pinpoint a disease in diagnosis；
B, AI company: by platform, providing AI to image management system and suggest, without carrying out repeating to open for different systems
Hair reduces AI and applies the cost for entering usage scenario；
C, patient: by platform, the data of oneself can be supplied to AI application and carry out auxiliary diagnosis by patient, to help patient to understand
The disease condition of oneself.
2. a kind of electric market system of medical artificial intelligence's application according to claim 1, which is characterized in that described
Hospital image data reporting module guarantees that the safety of data is flowed by customization secure data gateway in reported data,
Official's certificate that secure context has HTTPS two-way authentication and CA to issue；Hospital image data reporting module can cover more doctors
Institute.
3. a kind of electric market system of medical artificial intelligence's application according to claim 1, which is characterized in that described
Data receiver storage system includes: a, load balancing cluster: passing through ingress load equilibrium, it is ensured that high concurrent can be born big
Amount data report simultaneously, it is ensured that multiple hospitals are reported and are independent of each other simultaneously, guarantee fluency；
B, unstructured storage cluster: the unstructured datas such as storing medical image, unstructured data amount is very big, using collection
Group's mode guarantees High Availabitity, expansible；It is stored in such a way that 1 master 3 is standby, guarantees that data are not lost reliably；
C, structured storage cluster: for guaranteeing the patient structureizations information storage such as authorization, evaluation, mark；It is standby using 1 main 3
Mode stores, and guarantees that data are not lost reliably；
D, computing cluster: including the basic resources cluster such as all application systems.
4. a kind of electric market system of medical artificial intelligence's application according to claim 1, which is characterized in that described
Data Analysis Services system includes: a, data grant engine: providing user and authorizes entrance, the relevant information of record user's authorization；
B, data desensitize engine: in data receiver storage system structuring and unstructured data handle, by user
Sensitive information reject, such as name, cell-phone number, identification card number, gender.
5. a kind of electric market system of medical artificial intelligence's application according to claim 1, which is characterized in that described
Intelligent use open platform includes ability open platform: AI ability being polymerize, hospital can the selection of handling capacity open platform
It is applied using any one AI, and obtains docking of the plug-in unit of compatibility for image system in institute, thus quickly using in the market
All AI applications；Each AI is applied by providing AI auxiliary diagnosis clothes from ability open center to hospital using site polymerization is unified
Business.
6. a kind of electric market system of medical artificial intelligence's application according to claim 1, which is characterized in that described
Intelligent use open platform includes data normalization: the data unified standardization and standardization that each AI company is provided.
7. a kind of electric market system of medical artificial intelligence's application according to claim 1, which is characterized in that described
Intelligent use open platform includes data adaptation gateway: by the custom formats of physician feedback result adaptation Cheng Ge AI company, feedback
Algorithm study is carried out to AI company.
8. a kind of electric market system of medical artificial intelligence's application described in -7 according to claim 1, which is characterized in that described
Intelligent use open platform include unified security gateway: be responsible for the safe plan to circulate on public network including all data
Slightly.
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Cited By (2)
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Application publication date: 20191008 |