AIBullisharXiv – CS AI · 10h ago7/10
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MammoExpert: Benchmarking Chain-of-Thought Reasoning in Mammography Diagnosis
MammoExpert introduces the first large-scale mammography dataset with Chain-of-Thought reasoning annotations, comprising 2,379 images across 67 histopathology subtypes. The dataset demonstrates significant improvements in breast lesion classification accuracy (4-7.1% gains) and provides a benchmark for interpretable AI diagnostic reasoning in medical imaging.