Large Language Models for Classifying Usual Interstitial Pneumonia from Radiology Reports: Native Reasoning Versus Structured Prompting
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Extracting disease labels from radiology reports is essential for developing deep learning-based diagnostic models and enabling large-scale retrospective clinical research. Classification of usual interstitial pneumonia (UIP) patterns from high-resolution comp... ...
