TRACE: Training-time Report-guided and Clinically Ordered Concept Editing
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 concept-based approaches offer a promising alternative, they often assume complete annotations or require multimodal in...
Wen-Tao Yue, Tian-You Lai, Jia-Yu Luo et al.
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