2023 年俄罗斯联邦医疗保健领域使用人工智能服务的地区经验

Alexandra F. Bondarovich, D. S. Tyufilin, Taras D. Tarasenko, A. V. Gusev, V. P. Chigrina, Dmitry A. Samofalov, M. D. Lagutin, I. Deev, O. Kobyakova
{"title":"2023 年俄罗斯联邦医疗保健领域使用人工智能服务的地区经验","authors":"Alexandra F. Bondarovich, D. S. Tyufilin, Taras D. Tarasenko, A. V. Gusev, V. P. Chigrina, Dmitry A. Samofalov, M. D. Lagutin, I. Deev, O. Kobyakova","doi":"10.15690/vramn13676","DOIUrl":null,"url":null,"abstract":"Background. The using of artificial intelligence (AI) in healthcare has particular importance for primary medical care. The market for AI in healthcare is actively developing, and Russian companies offer their products and services in this area. The federal project to create a single digital contour in healthcare includes the implementation of medical devices based on AI technology in healthcare of the regions of the Russian Federation. The AI services may or may not be medical devices. It is necessary to understand the organizational and economic effects for the healthcare system and a certain medical organization in order to select a service. There is no consolidation of regional experience on AI-enabled services in healthcare in the Russian Federation today. \nAims — consolidation of experience in the using of the AI services in healthcare sector in the regions of the Russian Federation. \nMethods. We conducted an online survey of representatives of regional executive authorities and medical information and analytical centers in the regions of the Russian Federation through the “Yandex Forms” platform and also they were interviewed. \nResults. We surveyed 84 regions of the Russian Federation to consolidate the experience of using the AI services, and the information on Moscow was obtained from open sources. The analysis showed that the AI services that are not medical devices are more common than the AI services that are medical devices. Based on the results of the study, we have formed a classification of the AI services that are not medical devices used in healthcare in the Russian Federation, identified the reasons why, according to the regions, it is difficult to implement the AI services, as well as determined the conditions of use of the AI services that are not medical devices. \nConclusions. On the basis of the study, we determined the algorithm for the implementation of the AI services in the Russian healthcare.","PeriodicalId":178392,"journal":{"name":"Annals of the Russian academy of medical sciences","volume":"19 3","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Regional Experience of Using Artificial Intelligence Services in the Healthcare Sector of the Russian Federation in 2023\",\"authors\":\"Alexandra F. Bondarovich, D. S. Tyufilin, Taras D. Tarasenko, A. V. Gusev, V. P. Chigrina, Dmitry A. Samofalov, M. D. Lagutin, I. Deev, O. Kobyakova\",\"doi\":\"10.15690/vramn13676\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Background. The using of artificial intelligence (AI) in healthcare has particular importance for primary medical care. The market for AI in healthcare is actively developing, and Russian companies offer their products and services in this area. The federal project to create a single digital contour in healthcare includes the implementation of medical devices based on AI technology in healthcare of the regions of the Russian Federation. The AI services may or may not be medical devices. It is necessary to understand the organizational and economic effects for the healthcare system and a certain medical organization in order to select a service. There is no consolidation of regional experience on AI-enabled services in healthcare in the Russian Federation today. \\nAims — consolidation of experience in the using of the AI services in healthcare sector in the regions of the Russian Federation. \\nMethods. We conducted an online survey of representatives of regional executive authorities and medical information and analytical centers in the regions of the Russian Federation through the “Yandex Forms” platform and also they were interviewed. \\nResults. We surveyed 84 regions of the Russian Federation to consolidate the experience of using the AI services, and the information on Moscow was obtained from open sources. The analysis showed that the AI services that are not medical devices are more common than the AI services that are medical devices. Based on the results of the study, we have formed a classification of the AI services that are not medical devices used in healthcare in the Russian Federation, identified the reasons why, according to the regions, it is difficult to implement the AI services, as well as determined the conditions of use of the AI services that are not medical devices. \\nConclusions. On the basis of the study, we determined the algorithm for the implementation of the AI services in the Russian healthcare.\",\"PeriodicalId\":178392,\"journal\":{\"name\":\"Annals of the Russian academy of medical sciences\",\"volume\":\"19 3\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-06-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Annals of the Russian academy of medical sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.15690/vramn13676\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of the Russian academy of medical sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15690/vramn13676","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

背景。在医疗保健领域使用人工智能(AI)对初级医疗保健尤为重要。人工智能在医疗保健领域的市场正在积极发展,俄罗斯公司在这一领域提供产品和服务。创建医疗保健领域单一数字轮廓的联邦项目包括在俄罗斯联邦各地区的医疗保健领域实施基于人工智能技术的医疗设备。人工智能服务可能是也可能不是医疗设备。在选择服务时,有必要了解其对医疗系统和特定医疗机构的组织和经济影响。目前,俄罗斯联邦还没有整合医疗领域人工智能服务的地区经验。目的--整合俄罗斯联邦各地区在医疗保健领域使用人工智能服务的经验。方法。我们通过 "Yandex Forms "平台对俄罗斯联邦各地区行政机关和医疗信息与分析中心的代表进行了在线调查,并对他们进行了采访。结果。我们对俄罗斯联邦的 84 个地区进行了调查,以总结使用人工智能服务的经验,而莫斯科的信息则是从公开渠道获得的。分析表明,非医疗设备的人工智能服务比医疗设备的人工智能服务更常见。根据研究结果,我们对俄罗斯联邦医疗领域使用的非医疗设备人工智能服务进行了分类,确定了各地区难以实施人工智能服务的原因,并确定了非医疗设备人工智能服务的使用条件。结论。在研究的基础上,我们确定了在俄罗斯医疗领域实施人工智能服务的算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Regional Experience of Using Artificial Intelligence Services in the Healthcare Sector of the Russian Federation in 2023
Background. The using of artificial intelligence (AI) in healthcare has particular importance for primary medical care. The market for AI in healthcare is actively developing, and Russian companies offer their products and services in this area. The federal project to create a single digital contour in healthcare includes the implementation of medical devices based on AI technology in healthcare of the regions of the Russian Federation. The AI services may or may not be medical devices. It is necessary to understand the organizational and economic effects for the healthcare system and a certain medical organization in order to select a service. There is no consolidation of regional experience on AI-enabled services in healthcare in the Russian Federation today. Aims — consolidation of experience in the using of the AI services in healthcare sector in the regions of the Russian Federation. Methods. We conducted an online survey of representatives of regional executive authorities and medical information and analytical centers in the regions of the Russian Federation through the “Yandex Forms” platform and also they were interviewed. Results. We surveyed 84 regions of the Russian Federation to consolidate the experience of using the AI services, and the information on Moscow was obtained from open sources. The analysis showed that the AI services that are not medical devices are more common than the AI services that are medical devices. Based on the results of the study, we have formed a classification of the AI services that are not medical devices used in healthcare in the Russian Federation, identified the reasons why, according to the regions, it is difficult to implement the AI services, as well as determined the conditions of use of the AI services that are not medical devices. Conclusions. On the basis of the study, we determined the algorithm for the implementation of the AI services in the Russian healthcare.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信