Cohort Study Links Clinical Performance Studies to Higher Recall Rates in FDA-Authorized AI Medical Devices
By
Yijun Ren, MSc, PhD1; Yi Zheng, MMed2; Daniel Windecker, MD3 et al
Summary
This cohort study analyzes characteristics of FDA-authorized AI-enabled medical devices, examining clinical evidence and factors associated with FDA recalls. The study found that among 218 devices with clinical performance studies, 7.8% were recalled, while only 2.6% of those without such studies were recalled. The research highlights the importance of clinical validation for AI medical devices and identifies patterns in recall rates based on study types, DICOM adherence, and other device characteristics.
Source
bskyCohort Study Links Clinical Performance Studies to Higher Recall Rates in FDA-Authorized AI Medical Devicesjamanetwork.comKey quotes
· 3 pulledClinical performance study: Studies conducted to evaluate the safety, effectiveness, and real-world performance of the AI device in a clinical setting
No 218 17 (7.8) Yes 505 13 (2.6) Missing 180 13 (7.2)
Development study: Research conducted during the design and training phase of the AI model to develop and validate its algorithms
You might also wanna read
Why patients should be cautious about AI scribing systems in medical appointments
Emily M. Bender and Decca Muldowney argue against the use of AI-powered automatic scribing systems in healthcare settings. The article detai
buttondown.com·2mo ago
FDA's AI for Drug Approvals Found to Fabricate Studies
The FDA's AI system, designed to expedite drug approvals, has been discovered to generate fake studies and misrepresent research, raising co
The Onion·11mo ago
Physicians Face Liability Risks as AI Diagnostic Tools Enter Clinical Medicine
This article examines the trust gap between physicians and AI diagnostic tools in clinical medicine. While AI can analyze vast datasets and
mdsc.pe·12d ago
Engineering Analysis of Health Wearables: How Medical Devices Balance Precision and Consumer Design
The article explores the engineering and design behind modern health wearables like Oura Ring, Dexcom G7, Omnipod, and Jabra Hearing Aids, u
lumafield.com·4mo ago
Study Finds Google AI Overviews Cite YouTube More Than Medical Sites for Health Queries
A study analyzing Google's AI Overviews feature found that it cites YouTube more than any medical website when answering health-related quer
theguardian.com·5mo ago
Comments
Sign in to join the conversation.
No comments yet. Be the first.