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Practical, epistemic and normative implications of algorithmic bias in healthcare artificial intelligence: a qualitative study of multidisciplinary expert perspectives

Authors

  • Yves Saint James Aquino Australian Centre for Health Engagement, Evidence and Values, School of Health and Society, University of Wollongong, Wollongong, New South Wales, Australia PubMed articlesGoogle scholar articles
  • Stacy M. Carter Australian Centre for Health Engagement, Evidence and Values, School of Health and Society, University of Wollongong, Wollongong, New South Wales, Australia PubMed articlesGoogle scholar articles
  • Nehmat Houssami School of Public Health, The University of Sydney, Sydney, New South Wales, AustraliaThe Daffodil Centre, Sydney, New South Wales, Australia PubMed articlesGoogle scholar articles
  • Annette Braunack-Mayer Australian Centre for Health Engagement, Evidence and Values, School of Health and Society, University of Wollongong, Wollongong, New South Wales, Australia PubMed articlesGoogle scholar articles
  • Khin Than Win Centre for Persuasive Technology and Society, Faculty of Engineering and Information Sciences, University of Wollongong, Wollongong, New South Wales, Australia PubMed articlesGoogle scholar articles
  • Chris Degeling Australian Centre for Health Engagement, Evidence and Values, School of Health and Society, University of Wollongong, Wollongong, New South Wales, Australia PubMed articlesGoogle scholar articles
  • Lei Wang Centre for Artificial Intelligence, School of Computing and Information Technology, University of Wollongong, Wollongong, New South Wales, Australia PubMed articlesGoogle scholar articles
  • Wendy A Rogers Department of Philosophy and School of Medicine, Macquarie University, Sydney, New South Wales, Australia PubMed articlesGoogle scholar articles
  1. Correspondence to Dr Yves Saint James Aquino, Australian Centre for Health Engagement Evidence and Values, University of Wollongong, Wollongong, NSW, Australia; yaquino{at}uow.edu.au
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Citation

Aquino YSJ, Carter SM, Houssami N, et al
Practical, epistemic and normative implications of algorithmic bias in healthcare artificial intelligence: a qualitative study of multidisciplinary expert perspectives
Journal of Medical Ethics Published Online First: 23 February 2023. doi: 10.1136/jme-2022-108850

Publication history

  • Received December 15, 2022
  • Accepted February 16, 2023
  • First published February 23, 2023.

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© Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/.

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