Paul F. R. Wilson

Learning Prostate Anatomy at Test Time for Cancer Detection in Micro-Ultrasound

Domain shift across clinical centers using different imaging hardware or acquisition protocols remains a fundamental barrier to deploying deep learning models for prostate cancer (PCa) detection. Existing test-time adaptation (TTA) methods address distribution shift through entropy minimization or augmentation-based se...