Kang Li

HiVLR: Hierarchical Vision-Language Reasoning for interpretable zero-shot radiography image understanding

This work revisits how human doctors reason from a patient's radiology image for diagnosis, and proposes a Hierarchical Vision-Language Reasoning (HiVLR) framework based on the clinical diagnostic workflow, and attaches a concept-based interpretable diagnosis block to improve the accuracy and interpretability in downst...