The Need for a Global Approach to the Ethical Evaluation of Healthcare Machine Learning
American Journal of Bioethics 22 (5):33-35 (2022)
Abstract
In their article “A Research Ethics Framework for the Clinical Translation of Healthcare Machine Learning,” McCradden et al. highlight the various gaps that emerge when artificial intelligen...Author Profiles
DOI
10.1080/15265161.2022.2055207
My notes
Similar books and articles
An Evaluation of the Pipeline Framework for Ethical Considerations in Machine Learning Healthcare Applications: The Case of Prediction from Functional Neuroimaging Data.Dawson J. Overton - 2020 - American Journal of Bioethics 20 (11):56-58.
Deepening the Normative Evaluation of Machine Learning Healthcare Application by Complementing Ethical Considerations with Regulatory Governance.Calvin Wai-Loon Ho - 2020 - American Journal of Bioethics 20 (11):43-45.
Identifying Ethical Considerations for Machine Learning Healthcare Applications.Danton S. Char, Michael D. Abràmoff & Chris Feudtner - 2020 - American Journal of Bioethics 20 (11):7-17.
Keeping the Patient at the Center of Machine Learning in Healthcare.Jess Findley, Andrew Woods, Christopher Robertson & Marv Slepian - 2020 - American Journal of Bioethics 20 (11):54-56.
Machine Learning in Healthcare: Exceptional Technologies Require Exceptional Ethics.Kristine Bærøe, Maarten Jansen & Angeliki Kerasidou - 2020 - American Journal of Bioethics 20 (11):48-51.
Evaluation of artificial intelligence clinical applications: Detailed case analyses show value of healthcare ethics approach in identifying patient care issues.Wendy A. Rogers, Heather Draper & Stacy M. Carter - 2021 - Bioethics 35 (7):623-633.
The Ethical QALY: Ethical Issues in Healthcare Resource Allocations; The Allocation of Health Care Resources: An Ethical Evaluation of the`QALY' Approach. [REVIEW]Paul Menzel - 1999 - Bioethics 13 (5):436.
Machine Learning Healthcare Applications (ML-HCAs) Are No Stand-Alone Systems but Part of an Ecosystem – A Broader Ethical and Health Technology Assessment Approach is Needed.Helene Gerhards, Karsten Weber, Uta Bittner & Heiner Fangerau - 2020 - American Journal of Bioethics 20 (11):46-48.
Respect and Trustworthiness in the Patient-Provider-Machine Relationship: Applying a Relational Lens to Machine Learning Healthcare Applications.Stephanie A. Kraft - 2020 - American Journal of Bioethics 20 (11):51-53.
Ethical Perspectives in Evaluation of Telehealth.Tony Cornford & Ela Klecun-Dabrowska - 2001 - Cambridge Quarterly of Healthcare Ethics 10 (2):161-169.
What Counts as “Clinical Data” in Machine Learning Healthcare Applications?Joshua August Skorburg - 2020 - American Journal of Bioethics 20 (11):27-30.
International service learning programs: Ethical issues and recommendations.Rebecca A. Reisch - 2011 - Developing World Bioethics 11 (2):93-98.
Promoting Ethical Deployment of Artificial Intelligence and Machine Learning in Healthcare.Kayte Spector-Bagdady, Vasiliki Rahimzadeh, Kaitlyn Jaffe & Jonathan Moreno - 2022 - American Journal of Bioethics 22 (5):4-7.
On the ethics of algorithmic decision-making in healthcare.Thomas Grote & Philipp Berens - 2020 - Journal of Medical Ethics 46 (3):205-211.
What’s in the Box?: Uncertain Accountability of Machine Learning Applications in Healthcare.Ma'N. Zawati & Michael Lang - 2020 - American Journal of Bioethics 20 (11):37-40.
Analytics
Added to PP
2022-04-27
Downloads
2 (#1,402,327)
6 months
1 (#451,398)
2022-04-27
Downloads
2 (#1,402,327)
6 months
1 (#451,398)
Historical graph of downloads
Author Profiles
Citations of this work
Response to Open Peer Commentaries: On Social Harms, Big Tech, and Institutional Accountability.James A. Anderson, Melissa D. McCradden & Elizabeth A. Stephenson - 2022 - American Journal of Bioethics 22 (10):6-8.
Promoting Ethical Deployment of Artificial Intelligence and Machine Learning in Healthcare.Kayte Spector-Bagdady, Vasiliki Rahimzadeh, Kaitlyn Jaffe & Jonathan Moreno - 2022 - American Journal of Bioethics 22 (5):4-7.
References found in this work
Principles of Biomedical Ethics: Marking Its Fortieth Anniversary.James Childress & Tom Beauchamp - 2019 - American Journal of Bioethics 19 (11):9-12.
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 - 2022 - American Journal of Bioethics 22 (5):8-22.
Ethics of socially assistive robots in aged-care settings: a socio-historical contextualisation.Tijs Vandemeulebroucke, Bernadette Dierckx de Casterlé & Chris Gastmans - 2020 - Journal of Medical Ethics 46 (2):128-136.
‘Yes we hear you. Do you hear us?’. A sociopolitical approach to video-based telepsychiatric consultations.Tijs Vandemeulebroucke, Alice Cavolo & Chris Gastmans - 2022 - Journal of Medical Ethics 48 (1):34-35.
