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Peiyao Fu on Muck Rack

Peiyao Fu

As seen in: Nature, arXiv
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Articles

One-shot synthesis of rare gastrointestinal lesions improves diagnostic accuracy and clinical training

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By Jia Yu, Yan Zhu, Peiyao Fu, Tianyi Chen, Zhihua Wang, Fei Wu, Quanlin Li, Pinghong Zhou, Shuo Wang, Xian Yang
| Nature Verified
Abstract Rare gastrointestinal lesions are infrequently encountered in routine endoscopy, limiting data for developing reliable artificial intelligence (AI) models and training novice clinicians. Here we present EndoRare, a one-shot, retraining-free generative framework that synthesizes diverse lesion exemplars from a single reference image.
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EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis

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By Yan Zhu, Peiyao Fu, Yizhe Zhang, Zhihua Wang
| arXiv
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