Using lesion masks to ground concept activations in anatomically relevant zones improves both diagnosis and spatial faithfulness of concept bottleneck models on breast ultrasound.
Detecting and mitigating the clever hans effect in medical imaging: a scoping review,
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Spatially Grounded Concept Bottleneck Models for Trustworthy Breast Ultrasound Diagnosis
Using lesion masks to ground concept activations in anatomically relevant zones improves both diagnosis and spatial faithfulness of concept bottleneck models on breast ultrasound.