Counterfactual Stress Testing for Image Classification Models
arXiv:2605.10894v1 Announce Type: new
Abstract: Deep learning models in medical imaging often fail when deployed in new clinical environments due to distribution shifts in demographics, scanner hardware, or acquisition protocols. A central challenge i…