Embedded ethics: a proposal for integrating ethics into the development of medical AI

Author:

McLennan StuartORCID,Fiske Amelia,Tigard Daniel,Müller Ruth,Haddadin Sami,Buyx Alena

Abstract

AbstractThe emergence of ethical concerns surrounding artificial intelligence (AI) has led to an explosion of high-level ethical principles being published by a wide range of public and private organizations. However, there is a need to consider how AI developers can be practically assisted to anticipate, identify and address ethical issues regarding AI technologies. This is particularly important in the development of AI intended for healthcare settings, where applications will often interact directly with patients in various states of vulnerability. In this paper, we propose that an ‘embedded ethics’ approach, in which ethicists and developers together address ethical issues via an iterative and continuous process from the outset of development, could be an effective means of integrating robust ethical considerations into the practical development of medical AI.

Funder

Bavarian Institute for Digital Transformation

Technische Universität München

Publisher

Springer Science and Business Media LLC

Subject

Health Policy,Health (social science),Issues, ethics and legal aspects

Reference64 articles.

1. Cragila M, et al. Artificial Intelligence—a European perspective. Luxembourg: European Commission Publications Office; 2018.

2. Crawford K, et al. AI now 2019 report. New York: AI Now Institute; 2019.

3. Coeckelbergh M. Ethics of artificial intelligence: some ethical issues and regulatory challenges. Technol Regul. 2019;2019:31–4.

4. Bostrom N, Yudkowsky E. The ethics of artificial intelligence. In: Frankish K, Ramsey WM, editors. The Cambridge handbook of artificial intelligence. Cambridge University Press; 2014. p. 316–34.

5. Whittlestone J, Nyrup R, Alexandrova A, Dihal K, Cave S. Ethical and societal implications of algorithms, data, and artificial intelligence: a roadmap for research, vol. 59. Nuffield Foundation, 2019.

Cited by 68 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Unveiling the Potential: Experts' Perspectives on Artificial Intelligence Integration in Higher Education;European Journal of Educational Research;2024-10-15

2. The Future of Ethical AI in Large Language Models;Advances in Computational Intelligence and Robotics;2024-08-30

3. From facial expressions to algorithms: a narrative review of animal pain recognition technologies;Frontiers in Veterinary Science;2024-07-17

4. Ethical Considerations and Equipoise in Cancer Surgery;Indian Journal of Surgical Oncology;2024-07-12

5. Novel Approaches for Early Detection of Retinal Diseases Using Artificial Intelligence;Journal of Personalized Medicine;2024-06-26

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3