CN113689228A - Integral data management method based on block chain - Google Patents
Integral data management method based on block chain Download PDFInfo
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- CN113689228A CN113689228A CN202110806214.8A CN202110806214A CN113689228A CN 113689228 A CN113689228 A CN 113689228A CN 202110806214 A CN202110806214 A CN 202110806214A CN 113689228 A CN113689228 A CN 113689228A
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- block chain
- management method
- data management
- hospital
- integral data
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/27—Replication, distribution or synchronisation of data between databases or within a distributed database system; Distributed database system architectures therefor
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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
- G06F21/64—Protecting data integrity, e.g. using checksums, certificates or signatures
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0207—Discounts or incentives, e.g. coupons or rebates
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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
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
Abstract
The application discloses a block chain-based integral data management method, which comprises the following steps: the hospital user uplinks the valid data to the blockchain according to the research scene; the hospital user selects other data which are linked to the block chain by other hospital users to train a machine learning model; hospital users share the machine learning model which initiates training completion to other hospital users and obtain points from the hospital users. The integral data management method based on the block chain has the advantages that the incentive of integral can be carried out according to the sharing condition of data and models, and accordingly the data aggressiveness of uploading of data by each cooperative party is promoted.
Description
Technical Field
The application relates to the field of data management, in particular to a block chain-based integral data management method.
Background
With the support of the medical internet by national policies and the self-development of the medical internet, more and more hospitals, information security institutions, and medical internet companies are beginning to pay attention to the sharing and usefulness of medical data. The problem that can exist is how to utilize a good mechanism to promote and stimulate each hospital to participate in the sharing and the use of data under the condition of ensuring the safety of the data and not leaking, and the effective data contribution is better made for the disease research.
Disclosure of Invention
In order to solve the defects of the prior art, the application provides a block chain-based integral data management method, which comprises the following steps: the hospital user uplinks the valid data to the blockchain according to the research scene; the hospital user selects other data which are linked to the block chain by other hospital users to train a machine learning model; hospital users share the machine learning model which initiates training completion to other hospital users and obtain points from the hospital users.
Further, the block chain-based integral data management method comprises the following steps: the block chain identifies the specific condition of data uplink, and then calculates the corresponding point of the hospital user according to a preset point rule.
Further, the block chain-based integral data management method comprises the following steps: the accrual scores of the hospital users are settled to the accounts of the hospital users; chaining settlement transaction details to the blockchain.
Further, the block chain-based integral data management method comprises the following steps: and deducting the points of the hospital user according to other data of the hospital user selected by other hospital users to be linked to the block chain.
Further, the block chain-based integral data management method comprises the following steps: uploading the deducted points transaction details to the blockchain.
Further, the block chain-based integral data management method comprises the following steps: and the hospital user sets the authority level of the machine learning model for training completion.
Further, the permission levels include: private, public in the hospital, or public outside the hospital.
Further, the block chain-based integral data management method comprises the following steps: deducting points of hospital users who acquired the machine learning model.
Further, the block chain-based integral data management method comprises the following steps: adding points for hospital users sharing the machine learning model.
Further, the block chain-based integral data management method comprises the following steps: chaining credit transactions shared based on the machine learning model to the blockchain.
The application has the advantages that: the block chain-based point data management method can stimulate points according to the sharing condition of data and models, so that the uploading data aggressiveness of each collaborator is promoted.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this application, serve to provide a further understanding of the application and to enable other features, objects, and advantages of the application to be more apparent. The drawings and their description illustrate the embodiments of the invention and do not limit it. In the drawings:
FIG. 1 is a block chain based method for integral data management according to an embodiment of the present application;
FIG. 2 is a schematic illustration of an operator interface of a blockchain-based method for integral data management according to an embodiment of the present application;
fig. 3 is a schematic view of another operation interface of a block chain-based integral data management method according to an embodiment of the present application.
Detailed Description
In order to make the technical solutions better understood by those skilled in the art, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only partial embodiments of the present application, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that the terms "first," "second," and the like in the description and claims of this application and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It should be understood that the data so used may be interchanged under appropriate circumstances such that embodiments of the application described herein may be used. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict. The present application will be described in detail below with reference to the embodiments with reference to the attached drawings.
Referring to fig. 1 to 3, the block chain-based method for managing integral data according to the present application includes the following steps: the hospital user uplinks the valid data to the blockchain according to the research scene; the hospital user selects other data which are linked to the block chain by other hospital users to train a machine learning model; the hospital user shares the machine learning model which initiates training completion to other hospital users and obtains points from the hospital users.
Specifically, the block chain-based integral data management method comprises the following steps: the blockchain identifies the specific condition of the data uplink, and then calculates the corresponding point of the hospital user according to a preset point rule.
Specifically, the block chain-based integral data management method comprises the following steps: the accrual scores of the hospital users are settled to the accounts of the hospital users; the details of the settlement transaction are linked to the blockchain.
Specifically, the block chain-based integral data management method comprises the following steps: and deducting the points of the hospital user according to other data of the hospital user selected other hospital users to be linked to the block chain.
Specifically, the block chain-based integral data management method comprises the following steps: the deducted credit transaction details are linked to the blockchain.
Specifically, the block chain-based integral data management method comprises the following steps: the hospital user sets the authority level of the machine learning model for which training is initiated to be completed.
Specifically, the privilege levels include: private, public in the hospital, or public outside the hospital.
Specifically, the block chain-based integral data management method comprises the following steps: the points of the hospital users who acquired the machine learning model are deducted.
Specifically, the block chain-based integral data management method comprises the following steps: points for hospital users sharing the machine learning model are added.
Specifically, the block chain-based integral data management method comprises the following steps: point transactions shared based on the machine learning model are linked to the blockchain.
As can be seen from fig. 2 and 3, with the above solutions, when a user uploads data and shares a model, the user can obtain points, and at the same time, when the user needs assistance from another party, the user consumes the points, so that a benign data assistance mode is established.
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims (10)
1. A block chain-based integral data management method is characterized in that:
the block chain-based integral data management method comprises the following steps:
the hospital user uplinks the valid data to the blockchain according to the research scene;
the hospital user selects other data which are linked to the block chain by other hospital users to train a machine learning model;
hospital users share the machine learning model which initiates training completion to other hospital users and obtain points from the hospital users.
2. The block chain-based integral data management method according to claim 1, characterized in that:
the block chain-based integral data management method comprises the following steps:
the block chain identifies the specific condition of data uplink, and then calculates the corresponding point of the hospital user according to a preset point rule.
3. The block chain-based integral data management method according to claim 2, characterized in that:
the block chain-based integral data management method comprises the following steps:
the accrual scores of the hospital users are settled to the accounts of the hospital users;
chaining settlement transaction details to the blockchain.
4. The block chain-based integral data management method according to claim 3, characterized in that:
the block chain-based integral data management method comprises the following steps:
and deducting the points of the hospital user according to other data of the hospital user selected by other hospital users to be linked to the block chain.
5. The block chain-based integral data management method according to claim 4, characterized in that:
the block chain-based integral data management method comprises the following steps:
uploading the deducted points transaction details to the blockchain.
6. The block chain-based integral data management method according to claim 5, characterized in that:
the block chain-based integral data management method comprises the following steps:
and the hospital user sets the authority level of the machine learning model for training completion.
7. The block chain-based integral data management method according to claim 6, characterized in that:
the permission levels include: private, public in the hospital, or public outside the hospital.
8. The block chain-based integral data management method according to claim 7, characterized in that:
the block chain-based integral data management method comprises the following steps:
deducting points of hospital users who acquired the machine learning model.
9. The block chain-based integral data management method according to claim 8, characterized in that:
the block chain-based integral data management method comprises the following steps:
adding points for hospital users sharing the machine learning model.
10. The block chain-based integral data management method according to claim 9, characterized in that:
the block chain-based integral data management method comprises the following steps:
chaining credit transactions shared based on the machine learning model to the blockchain.
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| CN202110806214.8A CN113689228A (en) | 2021-07-16 | 2021-07-16 | Integral data management method based on block chain |
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| CN202110806214.8A CN113689228A (en) | 2021-07-16 | 2021-07-16 | Integral data management method based on block chain |
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Citations (8)
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| CN109326337A (en) * | 2018-09-06 | 2019-02-12 | 西安电子科技大学 | Electronic medical record storage and shared model and method based on block chain |
| CN109949067A (en) * | 2018-11-15 | 2019-06-28 | 陕西医链区块链集团有限公司 | A kind of integral management system based on medical block chain |
| CN110210245A (en) * | 2019-05-30 | 2019-09-06 | 北京理工大学 | A kind of medical data machine learning privacy training method based on block chain |
| CN110289056A (en) * | 2019-05-15 | 2019-09-27 | 杭州趣链科技有限公司 | A kind of medical data shared system and method based on block chain |
| CN110807672A (en) * | 2019-11-12 | 2020-02-18 | 北京芯际科技有限公司 | Block chain-based point cashing method |
| CN111311257A (en) * | 2020-01-20 | 2020-06-19 | 福州数据技术研究院有限公司 | Medical data sharing excitation method and system based on block chain |
| US20200327969A1 (en) * | 2019-04-12 | 2020-10-15 | International Business Machines Corporation | System and method to share and utilize healthcare data |
| US20210118532A1 (en) * | 2018-04-10 | 2021-04-22 | Medibloc Co., Ltd. | Method and system for providing blockchain-based medical information platform, and non-transitory computer-readable recording medium |
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2021
- 2021-07-16 CN CN202110806214.8A patent/CN113689228A/en active Pending
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20210118532A1 (en) * | 2018-04-10 | 2021-04-22 | Medibloc Co., Ltd. | Method and system for providing blockchain-based medical information platform, and non-transitory computer-readable recording medium |
| CN109326337A (en) * | 2018-09-06 | 2019-02-12 | 西安电子科技大学 | Electronic medical record storage and shared model and method based on block chain |
| CN109949067A (en) * | 2018-11-15 | 2019-06-28 | 陕西医链区块链集团有限公司 | A kind of integral management system based on medical block chain |
| US20200327969A1 (en) * | 2019-04-12 | 2020-10-15 | International Business Machines Corporation | System and method to share and utilize healthcare data |
| CN110289056A (en) * | 2019-05-15 | 2019-09-27 | 杭州趣链科技有限公司 | A kind of medical data shared system and method based on block chain |
| CN110210245A (en) * | 2019-05-30 | 2019-09-06 | 北京理工大学 | A kind of medical data machine learning privacy training method based on block chain |
| CN110807672A (en) * | 2019-11-12 | 2020-02-18 | 北京芯际科技有限公司 | Block chain-based point cashing method |
| CN111311257A (en) * | 2020-01-20 | 2020-06-19 | 福州数据技术研究院有限公司 | Medical data sharing excitation method and system based on block chain |
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