How Best to Explain Machine Learning Models to Clinicians: A User Study of Explanation Types.

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Bibliographic Details
Title: How Best to Explain Machine Learning Models to Clinicians: A User Study of Explanation Types.
Authors: Brown B, Oguss M, Carey KA, Martin J, Kotula CA, Nguyen OT, Akel M, Wiegmann DA, Edelson DP, Mayampurath A, Churpek MM, Craven M
Source: MedRxiv : the preprint server for health sciences [medRxiv] 2026 Jul 10. Date of Electronic Publication: 2026 Jul 10.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101767986 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: medRxiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
DOI:10.64898/2026.06.30.26356761