{"id":13024,"date":"2022-07-01T12:43:10","date_gmt":"2022-07-01T09:43:10","guid":{"rendered":"http:\/\/journals.khnu.km.ua\/vestnik\/?p=13024"},"modified":"2023-02-01T23:01:30","modified_gmt":"2023-02-01T21:01:30","slug":"model-ta-metod-oczinyuvannya-dostatnosti-medychnyh-danyh","status":"publish","type":"post","link":"https:\/\/journals.khnu.km.ua\/vestnik\/?p=13024","title":{"rendered":"\u041c\u043e\u0434\u0435\u043b\u044c \u0442\u0430 \u043c\u0435\u0442\u043e\u0434 \u043e\u0446\u0456\u043d\u044e\u0432\u0430\u043d\u043d\u044f \u0434\u043e\u0441\u0442\u0430\u0442\u043d\u043e\u0441\u0442\u0456 \u043c\u0435\u0434\u0438\u0447\u043d\u0438\u0445 \u0434\u0430\u043d\u0438\u0445"},"content":{"rendered":"

<\/p>\n

\u041c\u041e\u0414\u0415\u041b\u042c \u0422\u0410 \u041c\u0415\u0422\u041e\u0414 \u041e\u0426\u0406\u041d\u042e\u0412\u0410\u041d\u041d\u042f \u0414\u041e\u0421\u0422\u0410\u0422\u041d\u041e\u0421\u0422\u0406 \u041c\u0415\u0414\u0418\u0427\u041d\u0418\u0425 \u0414\u0410\u041d\u0418\u0425<\/p>\n

MODEL AND METHOD OF ASSESSING THE MEDICAL DATA SUFFICIENCY<\/p>\n

\u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 19-24. \u041d\u043e\u043c\u0435\u0440: \u21163, 2022 (309)\u00a0<\/strong> \"\"<\/a>
\n\u0410\u0432\u0442\u043e\u0440\u0438:<\/strong>
\n\u041c\u041e\u0421\u041a\u0410\u041b\u0415\u041d\u041a\u041e \u0410. \u041e.
\n\u041c\u0456\u0436\u043d\u0430\u0440\u043e\u0434\u043d\u0438\u0439 \u043d\u0430\u0443\u043a\u043e\u0432\u043e-\u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u0456\u043c. \u0430\u043a\u0430\u0434\u0435\u043c\u0456\u043a\u0430 \u042e. \u0411\u0443\u0433\u0430\u044f
\nhttps:\/\/orcid.org\/0000-0001-7433-3105<\/a>
\ne-mail: a.moskalenko@istu.edu.ua<\/a>
\n\u041e\u0421\u042f\u0414\u041b\u0418\u0419 \u0412. \u0412.
\n\u0425\u043c\u0435\u043b\u044c\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442
\nhttps:\/\/orcid.org\/0000-0001-7861-4684<\/a>
\nvitalik9865@gmail.com<\/a>
\nArtem MOSKALENKO
\nAcademician Yuriy Bugay International Scientific and Technical University
\nVitaliy OSYADLYI
\nKhmelnytskyi National University
\nDOI:<\/strong>\u00a0https:\/\/www.doi.org\/10.31891\/2307-5732-2022-309-3-19-24<\/a><\/p>\n

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\u0432 \u0440\u0430\u0437\u0456 \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043d\u043e\u0441\u0442\u0456 \u043c\u0435\u0434\u0438\u0447\u043d\u0438\u0445 \u0434\u0430\u043d\u0438\u0445 \u0443 \u043c\u043d\u043e\u0436\u0438\u043d\u0456, \u0444\u043e\u0440\u043c\u0443\u0432\u0430\u043d\u043d\u044f \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0456\u0439 \u0449\u043e\u0434\u043e \u0434\u043e\u043f\u043e\u0432\u043d\u0435\u043d\u043d\u044f \u043c\u043d\u043e\u0436\u0438\u043d\u0438 \u043c\u0435\u0434\u0438\u0447\u043d\u0438\u0445 \u0434\u0430\u043d\u0438\u0445 \u2013 \u044f\u043a \u043a\u0435\u0440\u0456\u0432\u043d\u0438\u0446\u0442\u0432\u043e, \u044f\u043a\u0443 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u044e \u0441\u043b\u0456\u0434 \u0434\u043e\u0434\u0430\u0442\u0438 \u0443 \u043c\u043d\u043e\u0436\u0438\u043d\u0443 \u043c\u0435\u0434\u0438\u0447\u043d\u0438\u0445 \u0434\u0430\u043d\u0438\u0445 \u0434\u043b\u044f \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0457\u0445 \u0437\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0435\u043d\u043d\u044f \u0432 \u0440\u043e\u0437\u0434\u0456\u043b \u00ab\u0414\u0430\u043d\u0456 \u0431\u043b\u043e\u043a\u0443\u00bb \u0431\u043b\u043e\u043a\u0443 \u0431\u043b\u043e\u043a\u0447\u0435\u0439\u043d\u0443.
\n\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430:<\/strong> \u0431\u043b\u043e\u043a\u0447\u0435\u0439\u043d-\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u044f, \u0431\u043b\u043e\u043a \u0431\u043b\u043e\u043a\u0447\u0435\u0439\u043d\u0443, \u0440\u043e\u0437\u0434\u0456\u043b \u0431\u043b\u043e\u043a\u0443 \u0431\u043b\u043e\u043a\u0447\u0435\u0439\u043d\u0443, \u043c\u0435\u0434\u0438\u0447\u043d\u0456 \u0434\u0430\u043d\u0456, \u0434\u043e\u0441\u0442\u0430\u0442\u043d\u0456\u0441\u0442\u044c \u043c\u0435\u0434\u0438\u0447\u043d\u0438\u0445 \u0434\u0430\u043d\u0438\u0445.<\/p>\n

\u00a0<\/strong>\u00a0<\/strong>\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u0430 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u0430\u043d\u0433\u043b\u0456\u0439\u0441\u044c\u043a\u043e\u044e \u00a0\u043c\u043e\u0432\u043e\u044e<\/strong><\/p>\n

The conducted state-of-the-art on known decisions on the use of blockchain technologies in the construction of information technology for medical data management showed that, despite a large number of different solutions, effective methods and solutions for medical data management based on blockchain technologies are currently lacking. Thus, improving the efficiency of medical data management by developing methods of medical data management based on blockchain technologies is currently an urgent problem. The aim of this study is to improve the efficiency of medical data management by developing a method for assessing the sufficiency of medical data before placing them in the blockchain.
\nModels of blockchain block, blockchain fragment and blockchain node, presented in formalized form, as well as models of medical data management process (data sufficiency assessment) are developed, which are the theoretical basis for developing a method of assessing the medical data sufficiency.
\nRules for determining the sufficiency of medical data have been developed., which provide analysis of medical data in order to find all the predetermined necessary elements of medical data; to decide on the sufficiency or insufficiency of information; output of visualized hints, which data elements are missing, to ensure the ability to quickly add data; quantitative assessment of the sufficiency of medical data.
\nThe paper developed a method for assessing the sufficiency of medical data, which provides: the ability to analyze a variety of medical data for their sufficiency; the ability to quantify the sufficiency of medical data; in case of insufficiency of medical data in the set, formation of recommendations on supplementing the set of medical data \u2013 as a guide, what information should be added to the set of medical data to be able to download them to the section “Block data” of blockchain.
\nKeywords<\/em>: <\/em><\/strong>blockchain technology, blockchain block, blockchain block section, medical data, medical data sufficiency.<\/em>\u00a0<\/em><\/p>\n

\u041b\u0456\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u0430<\/strong>\u00a0<\/strong><\/p>\n

    \n
  1. \u0414\u0435\u043d\u0438\u0441\u044e\u043a \u0412. \u0406. \u0414\u043e\u043a\u0430\u0437\u043e\u0432\u0430 \u0432\u043d\u0443\u0442\u0440\u0456\u0448\u043d\u044f \u043c\u0435\u0434\u0438\u0446\u0438\u043d\u0430 \/ \u0412.\u0406.\u0414\u0435\u043d\u0438\u0441\u044e\u043a, \u041e.\u0412.\u0414\u0435\u043d\u0438\u0441\u044e\u043a \u2013 \u0412\u0456\u043d\u043d\u0438\u0446\u044f : \u0406\u043d\u0448\u0435 \u0412\u0438\u0434\u0430\u0432\u043d\u0438\u0446\u0442\u0432\u043e, 2011. \u2013 928 \u0441.<\/li>\n
  2. Dugas M. Portal of medical data models: information infrastructure for medical research and healthcare \/ Dugas, P. Neuhaus, A. Meidt, J. Doods, M. Storck, P. Bruland, J. Varghese \/\/ Database: The Journal of Biological Databases and Curation. \u2013 2016. \u2013 Paper bav121.<\/li>\n
  3. Healthcare Industry interest in Blockchain is heating up, Black Book Survey, Q3. URL:https:\/\/www.newswire.com\/files\/16\/40\/321b6089f1b01dfd80433bffb0df.pdf.<\/li>\n
  4. Zeng Y. Review of research on blockchain application development method \/ Y. Zeng, Y. Zhang \/\/ Journal of Physics Conference Series. \u2013 2019. \u2013 Vol. 1187. \u2013 Article Number 052005.<\/li>\n
  5. Xu Z. What can blockchain do and Cannot do? \/ Z. Xu, C. Zou \/\/ China Economic Journal. \u2013 2021. \u2013 Vol. 14. \u2013 Issue 1. \u2013 Pp. 4-25.<\/li>\n
  6. Li W. An Overview of Blockchain Technology: Applications, Challenges and Future Trends \/ W. Li, M. He, H. Sang \/\/ 2021 IEEE 11th International Conference On Electronics Information and Emergency Communication: Proceedings. \u2013 Beijing, 2021. \u2013 31\u201339.<\/li>\n
  7. Transform healthcare outcomes with the simplicity of IBM Blockchain. URL: https:\/\/www.ibm.com\/downloads\/cas\/DQPLDP8N.<\/li>\n
  8. Kim T. DynamiChain: Development of Medical Blockchain Ecosystem Based on Dynamic Consent System \/ Kim, S. Lee, D. Chang, J. Koo, T. Kim, K. Yoon, I. Choi \/\/ Applied Sciences-Basel. \u2013 2021. \u2013 Vol. 11. \u2013 Issue 4. \u2013 Article number 1612.<\/li>\n
  9. Zou R. SPChain: Blockchain-based medical data sharing and privacy-preserving eHealth system \/ R. Zou, X. Lv, J. Zhao \/\/ Information Processing & Management. \u2013 \u2013 Vol. 58. \u2013 Issue 4. \u2013 Article number 102604.<\/li>\n<\/ol>\n

    References<\/strong><\/p>\n

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