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Identifying Ethical Considerations for Machine Learning Healthcare Applications
American Journal of Bioethics 20 (11):7-17 (2020)
Abstract
Along with potential benefits to healthcare delivery, machine learning healthcare applications raise a number of ethical concerns. Ethical evaluations of ML-HCAs will need to structure th...My notes
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Citations of this work
Algorithms for Ethical Decision-Making in the Clinic: A Proof of Concept.Lukas J. Meier, Alice Hein, Klaus Diepold & Alena Buyx - 2022 - American Journal of Bioethics 22 (7):4-20.
Levels of explicability for medical artificial intelligence: What do we normatively need and what can we technically reach?Frank Ursin, Felix Lindner, Timo Ropinski, Sabine Salloch & Cristian Timmermann - 2023 - Ethik in der Medizin 35 (2):173-199.
“Just” accuracy? Procedural fairness demands explainability in AI‑based medical resource allocation.Jon Rueda, Janet Delgado Rodríguez, Iris Parra Jounou, Joaquín Hortal-Carmona, Txetxu Ausín & David Rodríguez-Arias - 2022 - AI and Society:1-12.
Randomised controlled trials in medical AI: ethical considerations.Thomas Grote - 2022 - Journal of Medical Ethics 48 (11):899-906.
The Future Ethics of Artificial Intelligence in Medicine: Making Sense of Collaborative Models.Torbjørn Gundersen & Kristine Bærøe - 2022 - Science and Engineering Ethics 28 (2):1-16.
References found in this work
What Values in Design? The Challenge of Incorporating Moral Values into Design.Noëmi Manders-Huits - 2011 - Science and Engineering Ethics 17 (2):271-287.
Health Research with Big Data: Time for Systemic Oversight.Effy Vayena & Alessandro Blasimme - 2018 - Journal of Law, Medicine and Ethics 46 (1):119-129.
How Bioethics Can Shape Artificial Intelligence and Machine Learning.Junaid Nabi - 2018 - Hastings Center Report 48 (5):10-13.
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