A Machine Learning Algorithm to Predict Medical Device Recall by the Food and Drug Administration
An ML algorithm accurately predicted medical device recall status by the FDA with lead times as great as 12 months. Future research could incorporate longer lead times and data sources including FDA reports and prospectively test the ability of ML algorithms to predict FDA recall.
Authors
- Joshua Broder (ORCID: https://orcid.org/0000-0001-8030-2831)
- Isabela Agi Maluli (ORCID: https://orcid.org/0009-0009-9404-1375)
- Victor Barbosa Slivinskis (ORCID: https://orcid.org/0009-0004-6724-1818)
Institutions
- Duke University (US)
- Trinity College (US)
Publication Details
- Journal
- Western Journal of Emergency Medicine
- Published
- 2024-11-21
- DOI
- https://doi.org/10.5811/westjem.21238
- Citations
- 1
- Primary Topic
- Quality and Safety in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.94