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A Research Ethics Framework for the Clinical Translation of Healthcare Machine Learning
Melissa D. McCradden, James A. Anderson, Elizabeth A. Stephenson, Erik Drysdale, Lauren Erdman, Anna Goldenberg & Randi Zlotnik Shaul
American Journal of Bioethics 22 (5):8-22 (2022)
Abstract
The application of artificial intelligence and machine learning technologies in healthcare have immense potential to improve the care of patients. While there are some emerging practices surro...Author Profiles
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Citations of this work
Should the use of adaptive machine learning systems in medicine be classified as research?Robert Sparrow, Joshua Hatherley, Justin Oakley & Chris Bain - 2024 - American Journal of Bioethics 24 (10):58-69.
Evidence, ethics and the promise of artificial intelligence in psychiatry.Melissa McCradden, Katrina Hui & Daniel Z. Buchman - 2023 - Journal of Medical Ethics 49 (8):573-579.
A Justice-First Approach to Ambient Intelligence in Healthcare.Jonathan Herington & Mildred K. Cho - 2025 - American Journal of Bioethics 26 (2):10-21.
Are clinicians ethically obligated to disclose their use of medical machine learning systems to patients?Joshua Hatherley - 2025 - Journal of Medical Ethics 51 (8):567-573.
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References found in this work
The ethics of big data: current and foreseeable issues in biomedical contexts.Brent Daniel Mittelstadt & Luciano Floridi - 2016 - Science and Engineering Ethics 22 (2):303–341.
An Ethics Framework for a Learning Health Care System: A Departure from Traditional Research Ethics and Clinical Ethics.Ruth R. Faden, Nancy E. Kass, Steven N. Goodman, Peter Pronovost, Sean Tunis & Tom L. Beauchamp - 2013 - Hastings Center Report 43 (s1):16-27.
Where are human subjects in Big Data research? The emerging ethics divide.Kate Crawford & Jacob Metcalf - 2016 - Big Data and Society 3 (1).
Ethics review of big data research: What should stay and what should be reformed?Effy Vayena, Minerva Rivas Velarde, Mahsa Shabani, Gabrielle Samuel, Camille Nebeker, S. Matthew Liao, Peter Kleist, Walter Karlen, Jeff Kahn, Phoebe Friesen, Bobbie Farsides, Edward S. Dove, Alessandro Blasimme, Mark Sheehan, Marcello Ienca & Agata Ferretti - 2021 - BMC Medical Ethics 22 (1):1-13.
Three Problems with Big Data and Artificial Intelligence in Medicine.Benjamin Chin-Yee & Ross Upshur - 2019 - Perspectives in Biology and Medicine 62 (2):237-256.
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