Beyond Explanation: Debugging Medical Imaging Models via Concept Intervention
arXiv:2610.09031v1 Announce Type: new Abstract: 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 interpretation and model refinement. By aligning a single-modality encoder…
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- 2026-10-08 04:00 · arXiv cs.CV
Beyond Explanation: Debugging Medical Imaging Models via Concept Intervention