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Ruyin Tian on Muck Rack

Ruyin Tian

As seen in: Nature
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Articles

A fundus image dataset for intelligent diabetic retinopathy system

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By Shuo Yang, Xinyu Zhao, Yongtao Zhang, Qingjie Bai, Yaling Liu, Yi Chen, Kaixuan Cui, Zhen Li Yu, Zhenquan Wu, Baiying Lei, Guoming Zhang, Shaojuan Peng, Duo Yuan, Yarou Hu, Ruyin Tian
| Nature Verified
Abstract Diabetic retinopathy (DR), the most prevalent microvascular complication of diabetes mellitus, is the leading cause of irreversible vision loss in the global working-age population. At present, deep learning-integrated ultra-wide-field (UWF) image analysis systems have improved DR grading consistency and reduced peripheral lesion misdiagnosis rates, thereby overcoming the limitations of traditional 45° viewing field AI models in detecting peripheral retinal lesions.
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