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

Olivier Lefebvre, Hakima Laribi, Dan Poenaru +1

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 fro…