Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions.
artificial intelligence
bias, regulation
clinical decision support
reporting standards
Journal
Journal of the American Medical Informatics Association : JAMIA
ISSN: 1527-974X
Titre abrégé: J Am Med Inform Assoc
Pays: England
ID NLM: 9430800
Informations de publication
Date de publication:
12 06 2021
12 06 2021
Historique:
received:
01
02
2021
accepted:
10
02
2021
pubmed:
7
3
2021
medline:
25
11
2021
entrez:
6
3
2021
Statut:
ppublish
Résumé
The Food & Drug Administration (FDA) is considering the permanent exemption of premarket notification requirements for several Class I and II medical device products, including several artificial Intelligence (AI)-driven devices. The exemption is based on the need to rapidly more quickly disseminate devices to the public, estimated cost-savings, a lack of documented adverse events reported to the FDA's database. However, this ignores emerging issues related to AI-based devices, including utility, reproducibility and bias that may not only affect an individual but entire populations. We urge the FDA to reinforce the messaging on safety and effectiveness regulations of AI-based Software as a Medical Device products to better promote fair AI-driven clinical decision tools and for preventing harm to the patients we serve.
Identifiants
pubmed: 33674865
pii: 6155730
doi: 10.1093/jamia/ocab035
pmc: PMC8661389
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
1353-1355Commentaires et corrections
Type : ErratumIn
Informations de copyright
© The Author(s) 2021. Published by Oxford University Press on behalf of the American Medical Informatics Association.
Références
Nat Med. 2021 Jan;27(1):136-140
pubmed: 33442014
J Biomed Inform. 2021 Jan;113:103655
pubmed: 33309898
J Am Med Inform Assoc. 2021 Jan 15;28(1):190-192
pubmed: 32805004
J Am Med Inform Assoc. 2021 Mar 18;28(4):677-684
pubmed: 33447854
J Am Med Inform Assoc. 2020 Dec 9;27(12):2011-2015
pubmed: 32594179