Beyond Perfect Scores: Proof-by-Contradiction for Trustworthy Machine Learning

Dushan N. Wadduwage, Dineth Jayakody, Leonidas Zimianitis

Machine learning (ML) models show strong promise for new biomedical prediction tasks, but concerns about trustworthiness have hindered their clinical adoption. In particular, it is…