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One-shot synthesis of rare gastrointestinal lesions improves diagnostic accuracy and clinical training
This paper introduces EndoRare, a novel one-shot generative framework that synthesizes diverse, high-fidelity images of rare gastrointestinal lesions from a single reference. It significantly enhances the diagnostic accuracy of AI models and improves the training of novice clinicians by providing realistic and varied case examples.