EviATTA: Evidential Active Test-Time Adaptation for Medical Segment Anything Models

Jiayi Chen, Yasmeen George, Winston Chong +1

Deploying foundational medical Segment Anything Models (SAMs) via test-time adaptation (TTA) is challenging under large distribution shifts, where test-time supervision is often un…