Advanced search
Publication Cover
The American Journal of Bioethics Volume 20, 2020 - Issue 11
Submit an article Journal homepage
413
Views
5
CrossRef citations to date
0
Altmetric
OPEN PEER COMMENTARES

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 Gerhardsa OTH RegensburgCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-9795-2689
ORCID Icon,
Karsten Webera OTH RegensburgORCID Iconhttps://orcid.org/0000-0001-8875-2386
ORCID Icon,
Uta Bittnerb Heinrich Heine University Düsseldorf
&
Heiner Fangeraub Heinrich Heine University DüsseldorfORCID Iconhttps://orcid.org/0000-0001-9065-3395
ORCID Icon
Pages 46-48 | Published online: 26 Oct 2020

REFERENCES

  • AI HLEG. 2019. Ethics guidelines for trustworthy AI. https://ec.europa.eu/newsroom/dae/document.cfm?doc_id=60419 (accessed September 7, 2020).
  • Boley, H., and E. Chang. 2007. Digital ecosystems: Principles and semantics. 2007 Inaugural IEEE-IES Digital EcoSystems and Technologies Conference, 398–403. doi: 10.1109/DEST.2007.372005.
  • Char, D. S., M. D. Abràmoff, and C. Feudtner. 2020. Identifying ethical considerations for machine learning healthcare applications. The American Journal of Bioethics 20 (11):7–17. doi: 10.1080/15265161.2020.1819469.
  • Cohen, I. G., R. Amarasingham, A. Shah, B. Xie, and B. Lo. 2014. The legal and ethical concerns that arise from using complex predictive analytics in health care. Health Affairs 33 (7):1139–1147. doi:  10.1377/hlthaff.2014.0048.
  • European Commission. 2020. White Paper. On artificial intelligence – A European approach to excellence and trust. 19.2.2020, COM(2020) 65 final.
  • German Federal Government [Deutsche Bundesregierung]. 2018. The German Federal Government’s Strategy for Artifical Intelligence [Strategie Künstliche Intelligenz der Bundesregierung]. https://www.bmbf.de/files/Nationale_KI-Strategie.pdf (accessed September 7, 2020).
  • Gómez-González, E., and E. Gómez. 2020. Artificial intelligence in medicine and healthcare: Applications, availability and societal impact, EUR 30197 EN, JRC120214. Luxembourg: Publications Office of the European Union. doi: 10.2760/047666.
  • Laflamme, L., J. Chipps, H. Fangerau, N. Juth, F. Légaré, H. R. Sawe, and L. Wallis. 2019. Targeting ethical considerations tied to image-based mobile health diagnostic support specific to clinicians in low-resource settings: The Brocher proposition. Global Health Action 12 (1):1666695. doi: 10.1080/16549716.2019.1666695.
  • OECD. 2019. Artificial intelligence in society. OECD Publishing. doi: 10.1787/eedfee77-en.
  • PwC. 2017. What doctor? Why AI and robotics will define New Health. https://www.pwc.com/gx/en/news-room/docs/what-doctor-why-ai-and-robotics-will-define-new-health.pdf (accessed September 7, 2020).

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Supercharge Your Next Research Paper: Research and write your next paper with Jenni AI.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.