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Responsible artificial intelligence in healthcare: a systematic review ...
...Ethical concerns such as bias, transparency and accountability have been increasingly recognised in artificial intelligence (AI) applications in healthcare. However, no systematic review has previously assessed how the WHO?s ethical AI principles are integrated specifically within hospital-based AI research across different stages ......
https://bmjdigitalhealth.bmj.com/content/1/1/e000086
Artificial intelligence-related health research: ethics review and ...
...This report examines ethics review and oversight of three categories of AI-related health research: health-related data science using AI; research conducted with AI tools and technologies; and health-related research on AI tools and technologies....
https://www.who.int/publications/i/item/9789240124073
Ethics of AI in healthcare: a scoping review demonstrating ...
...In this scoping review of 227 articles, we found that the four well-established principles of biomedical ethics (Beneficence, Non-Maleficence, Respect for Autonomy, and Justice) can provide a useful foundational framework for ethical application of AI in healthcare....
https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1662642/full
Artificial Intelligence Techniques and Health Literacy: A Systematic Review
...To systematically review the utilization of artificial intelligence (AI) in health literacy, highlighting limitations and future developments.A system?...
https://www.sciencedirect.com/science/article/pii/S2949761225000768
Ethical and regulatory challenges of AI technologies in healthcare: A ...
...Over the past decade, there has been a notable surge in AI-driven research, specifically geared toward enhancing crucial clinical processes and outcom?...
https://www.sciencedirect.com/science/article/pii/S2405844024023284
Digital health literacy and the ethics of information access: a ...
...This systematic review contributes to the discourse on information ethics in healthcare by explicitly linking digital health literacy to principles of justice, autonomy and beneficence....
https://www.emerald.com/jices/article/doi/10.1108/JICES-08-2025-0212/1341256/Digital-health-literacy-and-the-ethics-of
Ethical and social considerations of applying artificial intelligence ...
...Background Artificial Intelligence (AI) is being designed, tested, and in many cases actively employed in almost every aspect of healthcare from primary care to public health. It is by now well established that any application of AI carries an ......
https://link.springer.com/article/10.1186/s12910-025-01198-1
Ethics of AI in healthcare: a scoping review demonstrating ...
...In this scoping review, we aim to map ethical discussion from current peer-reviewed literature about AI in healthcare onto the four principles, to demonstrate their utility as a concise, foundation for RAI in healthcare that has already been internationally adopted in healthcare settings....
https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1662642/pdf
Ethical Responsibility in Medical AI: A Semi-Systematic Thematic Review ...
...This study examines how the literature conceptualises and distributes ethical responsibility in AI-assisted healthcare. Methods: This semi-systematic, theory-informed thematic review was conducted in accordance with the PRISMA 2020 guidelines....
https://www.mdpi.com/2227-9032/14/3/287
Ethical and legal considerations in healthcare AI: innovation and ...
...Artificial intelligence (AI) is transforming healthcare by enhancing diagnostics, personalizing medicine and improving surgical precision. However, its integration into healthcare systems raises significant ethical and legal challenges....
https://pmc.ncbi.nlm.nih.gov/articles/PMC12076083/
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