- New
-
Topics
- All Categories
- Metaphysics and Epistemology
- Value Theory
- Science, Logic, and Mathematics
- Science, Logic, and Mathematics
- Logic and Philosophy of Logic
- Philosophy of Biology
- Philosophy of Cognitive Science
- Philosophy of Computing and Information
- Philosophy of Mathematics
- Philosophy of Physical Science
- Philosophy of Social Science
- Philosophy of Probability
- General Philosophy of Science
- Philosophy of Science, Misc
- History of Western Philosophy
- Philosophical Traditions
- Philosophy, Misc
- Other Academic Areas
- Journals
- Submit material
- More
Mitigating Racial Bias in Machine Learning
Kristin M. Kostick-Quenet, I. Glenn Cohen, Sara Gerke, Bernard Lo, James Antaki, Faezah Movahedi, Hasna Njah, Lauren Schoen, Jerry E. Estep & J. S. Blumenthal-Barby
Journal of Law, Medicine and Ethics 50 (1):92-100 (2022)
Abstract
When applied in the health sector, AI-based applications raise not only ethical but legal and safety concerns, where algorithms trained on data from majority populations can generate less accurate or reliable results for minorities and other disadvantaged groups.Author's Profile
My notes
Similar books and articles
On algorithmic fairness in medical practice.Thomas Grote & Geoff Keeling - 2022 - Cambridge Quarterly of Healthcare Ethics 31 (1):83-94.
Ethics and Bias in Machine Learning: A Technical Study of What Makes Us “Good”.Nicole Shadowen - 2019 - In Newton Lee (ed.), The Transhumanism Handbook. Springer Verlag. pp. 247-261.
Detecting racial bias in algorithms and machine learning.Nicol Turner Lee - 2018 - Journal of Information, Communication and Ethics in Society 16 (3):252-260.
Addressing bias in artificial intelligence for public health surveillance.Lidia Flores, Seungjun Kim & Sean D. Young - 2024 - Journal of Medical Ethics 50 (3):190-194.
Algorithmic Political Bias in Artificial Intelligence Systems.Uwe Peters - 2022 - Philosophy and Technology 35 (2):1-23.
Ethical Challenges of Artificial Intelligence in Health Care: A Narrative Review.Aaron T. Hui, Shawn S. Ahn, Carolyn T. Lye & Jun Deng - 2021 - Ethics in Biology, Engineering and Medicine 12 (1):55-71.
Artificial Intelligence and Healthcare: The Impact of Algorithmic Bias on Health Disparities.Natasha H. Williams - 2023 - Springer Verlag.
The selective deployment of AI in healthcare.Robert Vandersluis & Julian Savulescu - 2024 - Bioethics 38 (5):391-400.
Towards a pragmatist dealing with algorithmic bias in medical machine learning.Georg Starke, Eva De Clercq & Bernice S. Elger - 2021 - Medicine, Health Care and Philosophy 24 (3):341-349.
Disability, fairness, and algorithmic bias in AI recruitment.Nicholas Tilmes - 2022 - Ethics and Information Technology 24 (2).
Analytics
Added to PP
2022-04-08
Downloads
40 (#410,144)
6 months
26 (#116,068)
2022-04-08
Downloads
40 (#410,144)
6 months
26 (#116,068)
Historical graph of downloads
Author's Profile
Citations of this work
Epistemic Rights and Responsibilities of Digital Simulacra for Biomedicine.Mildred K. Cho & Nicole Martinez-Martin - 2022 - American Journal of Bioethics 23 (9):43-54.
Bioethics and the Moral Authority of Experience.Ryan H. Nelson, Bryanna Moore, Holly Fernandez Lynch, Miranda R. Waggoner & Jennifer Blumenthal-Barby - 2022 - American Journal of Bioethics 23 (1):12-24.
Research on the Clinical Translation of Health Care Machine Learning: Ethicists Experiences on Lessons Learned.Jennifer Blumenthal-Barby, Benjamin Lang, Natalie Dorfman, Holland Kaplan, William B. Hooper & Kristin Kostick-Quenet - 2022 - American Journal of Bioethics 22 (5):1-3.
An AI Bill of Rights: Implications for Health Care AI and Machine Learning—A Bioethics Lens.Jennifer Blumenthal-Barby - 2022 - American Journal of Bioethics 23 (1):4-6.
Bridging the AI Chasm: Can EBM Address Representation and Fairness in Clinical Machine Learning?Nicole Martinez-Martin & Mildred K. Cho - 2022 - American Journal of Bioethics 22 (5):30-32.
PhilPapers logo by Andrea Andrews and Meghan Driscoll.
This site uses cookies and Google Analytics (see our terms & conditions for details regarding the privacy implications). Use of this site is subject to terms & conditions.
All rights reserved by The PhilPapers Foundation
Server: philpapers-web-68866f4b87-kfj6z uwo