2 papers
cs.CV2026
Beyond Explanation: Debugging Medical Imaging Models via Concept Intervention
Samrajya Thapa, Daniel J. Quest, Timothy L. Kline +3
Medical imaging models often operate as black boxes, limiting interpretability and systematic debugging. We introduce an easy-to-use, plug-and-play framework for concept-based inte…
cs.CV2026
Adapting Foundation Models for Annotation-Efficient Adnexal Mass Segmentation in Cine Images
Francesca Fati, Alberto Rota, Adriana V. Gregory +9
Adnexal mass evaluation via ultrasound is a challenging clinical task, often hindered by subjective interpretation and significant inter-observer variability. While automated segme…