#5145. Implementing Ethics in Healthcare AI-Based Applications: A Scoping Review

July 2026publication date
Proposal available till 23-05-2025
4 total number of authors per manuscript0 $

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Journal’s subject area:
Health (social science);
Issues, Ethics and Legal Aspects;
Health Policy;
Management of Technology and Innovation;
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More details about the manuscript: Science Citation Index Expanded or/and Social Sciences Citation Index or/and Arts & Humanities Citation Index
Abstract:
A number of Artificial Intelligence (AI) ethics frameworks have been published in the last 6 years in response to the growing concerns posed by the adoption of AI in different sectors, including healthcare. While there is a strong culture of medical ethics in healthcare applications, AI-based Healthcare Applications (AIHA) are challenging the existing ethics and regulatory frameworks. This scoping review explores how ethics frameworks have been implemented in AIHA, how these implementations have been evaluated and whether they have been successful. AI specific ethics frameworks in healthcare appear to have a limited adoption and they are mostly used in conjunction with other ethics frameworks. The operationalisation of ethics frameworks is a complex endeavour with challenges at different levels: ethics principles, design, technology, organisational, and regulatory. While interdisciplinary approaches show promises, how an ethics framework is implemented in an AI-based Healthcare Application is not widely reported, and there is a need for transparency for trustworthy AI.
Keywords:
AI; Bioethics; Care robots; Ethics; Healthcare; machine learning

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