Diagnosing Low-Confidence Patient Profiles via Localized Harmful Covariate Shift Detection.

arXiv:2610.19178v2 Announce Type: replace-cross Abstract: Before deploying clinical prediction models, their reliability must be assessed to ensure safe use. Errors may arise from distribution shifts between training and deployment or from heterogeneous perfor