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

, , &
American Journal of Bioethics 20 (11):46-48 (2020)
  Copy   BIBTEX

Abstract

ML-HCAs have the potential to significantly change an entire healthcare system. It is not even necessary to presume that this will be disruptive but sufficient to assume that the mere adaptation of...

Categories

Keywords

Reprint years

DOI

10.1080/15265161.2020.1820104

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 91,928

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

My notes

Similar books and articles

From privacy to anti-discrimination in times of machine learning.Thilo Hagendorff - 2019 - Ethics and Information Technology 21 (4):331-343.
Consequences of unexplainable machine learning for the notions of a trusted doctor and patient autonomy.Michal Klincewicz & Lily Frank - 2020 - Proceedings of the 2nd EXplainable AI in Law Workshop (XAILA 2019) Co-Located with 32nd International Conference on Legal Knowledge and Information Systems (JURIX 2019).
On the adoption of personal health records: some problematic issues for patient empowerment.Paraskevas Vezyridis & Stephen Timmons - 2015 - Ethics and Information Technology 17 (2):113-124.
On value-judgements and ethics in health technology assessment.Bjørn Hofmann - 2005 - Poiesis and Praxis 3 (4):277-295.
Incremental Machine Ethics.Thomas M. Powers - 2011 - IEEE Robotics and Automation 18 (1):51-58.
An Ethical Framework for the Design, Development, Implementation, and Assessment of Drones Used in Public Healthcare.Dylan Cawthorne & Aimee Robbins-van Wynsberghe - 2020 - Science and Engineering Ethics 26 (5):2867-2891.
Anticipating ethical issues in emerging IT.Philip A. E. Brey - 2012 - Ethics and Information Technology 14 (4):305-317.
The Ethical Imperative to Move to a Seven-Day Care Model.Anthony Bell, Fiona McDonald & Tania Hobson - 2016 - Journal of Bioethical Inquiry 13 (2):251-260.
The Need for Health Care.W. R. Sheaff - 1996 - Routledge.
Water and Health: on the Notion of a Healthy Wetland.P. Horwitz & M. Finlayson - 2011 - Global Bioethics 24 (1-4):71-75.
Learning.David Danks - unknown
Healthcare without Harm: An Ethical Imperative: A Consensus Statement from Biomedical Ethicists in Support of Environmentally Sound Healthcare Practices.A. Consensus Statement From Biomedical Ethicists in Support of Environmentally Sound Healthcare Practices - 2002 - Cambridge Quarterly of Healthcare Ethics 11 (2):203-207.
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.
Kenyan health stakeholder views on individual consent, general notification and governance processes for the re-use of hospital inpatient data to support learning on healthcare systems.Daniel Mbuthia, Sassy Molyneux, Maureen Njue, Salim Mwalukore & Vicki Marsh - 2019 - BMC Medical Ethics 20 (1):3.
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.

Analytics

Added to PP
2020-10-27

Downloads
24 (#657,313)

6 months
9 (#308,564)

Historical graph of downloads
How can I increase my downloads?

Author Profiles

Citations of this work

Add more citations

References found in this work

Add more references