A governance model for the application of AI in health care

S. Reddy, S. Allan, S. Coghlan, P. Cooper
{"title":"A governance model for the application of AI in health care","authors":"S. Reddy, S. Allan, S. Coghlan, P. Cooper","doi":"10.1093/jamia/ocz192","DOIUrl":null,"url":null,"abstract":"As the efficacy of artificial intelligence (AI) in improving aspects of healthcare delivery is increasingly becoming evident, it becomes likely that AI will be incorporated in routine clinical care in the near future. This promise has led to growing focus and investment in AI medical applications both from governmental organizations and technological companies. However, concern has been expressed about the ethical and regulatory aspects of the application of AI in health care. These concerns include the possibility of biases, lack of transparency with certain AI algorithms, privacy concerns with the data used for training AI models, and safety and liability issues with AI application in clinical environments. While there has been extensive discussion about the ethics of AI in health care, there has been little dialogue or recommendations as to how to practically address these concerns in health care. In this article, we propose a governance model that aims to not only address the ethical and regulatory issues that arise out of the application of AI in health care, but also stimulate further discussion about governance of AI in health care.","PeriodicalId":236137,"journal":{"name":"Journal of the American Medical Informatics Association : JAMIA","volume":"98 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"244","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the American Medical Informatics Association : JAMIA","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/jamia/ocz192","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 244

Abstract

As the efficacy of artificial intelligence (AI) in improving aspects of healthcare delivery is increasingly becoming evident, it becomes likely that AI will be incorporated in routine clinical care in the near future. This promise has led to growing focus and investment in AI medical applications both from governmental organizations and technological companies. However, concern has been expressed about the ethical and regulatory aspects of the application of AI in health care. These concerns include the possibility of biases, lack of transparency with certain AI algorithms, privacy concerns with the data used for training AI models, and safety and liability issues with AI application in clinical environments. While there has been extensive discussion about the ethics of AI in health care, there has been little dialogue or recommendations as to how to practically address these concerns in health care. In this article, we propose a governance model that aims to not only address the ethical and regulatory issues that arise out of the application of AI in health care, but also stimulate further discussion about governance of AI in health care.
人工智能在卫生保健领域应用的治理模型
随着人工智能(AI)在改善医疗保健服务方面的功效越来越明显,在不久的将来,人工智能很可能会被纳入常规临床护理。这一前景使得政府组织和科技公司对人工智能医疗应用的关注和投资越来越多。然而,人们对人工智能在卫生保健领域应用的伦理和监管方面表示关切。这些担忧包括可能存在偏见、某些人工智能算法缺乏透明度、用于训练人工智能模型的数据的隐私问题,以及人工智能在临床环境中应用的安全和责任问题。虽然关于人工智能在卫生保健中的伦理问题进行了广泛的讨论,但关于如何实际解决卫生保健中的这些问题,很少有对话或建议。在本文中,我们提出了一个治理模型,该模型不仅旨在解决人工智能在医疗保健中的应用所产生的伦理和监管问题,而且还激发了关于人工智能在医疗保健中的治理的进一步讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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