Towards accurate and interpretable competency-based assessment: enhancing clinical competency assessment through multimodal AI and anomaly detection
Crossref DOI link: https://doi.org/10.1038/s41746-025-02299-2
Published Online: 2026-02-03
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Gershov, Sapir
Mahameed, Fadi
Raz, Aeyal
Laufer, Shlomi
Text and Data Mining valid from 2026-02-03
Version of Record valid from 2026-03-16
Article History
Received: 11 September 2025
Accepted: 17 December 2025
First Online: 3 February 2026
Competing interests
: The authors declare no competing interests.