TRACE: Training-time Report-guided and Clinically Ordered Concept Editing.

arXiv:2608.20809v2 Announce Type: replace-cross Abstract: Breast ultrasound diagnosis relies on clinically meaningful semantic concepts, yet most deep learning methods adopt end-to-end image-to-label paradigms that lack interpretability and robustness. While c