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Guishuang Ying

As seen in: Nature
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Articles

Uncertainty-inspired open-set model for identifying infantile fundus abnormalities

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By Xinyu Zhao, Zhenquan Wu, Xuemei Zhu, Mengrui Zhang, Kaixuan Cui, Shaobin Chen, Sihui Zhang, Yarou Hu, Shirou Wu, Ruyin Tian, Yi Chen, Xiaorong Cheng, Na Duan, Ling Jiang, Wenbin Wei, Wei Chi, Guishuang Ying, Baiying Lei, Jianhong Liang, Guoming Zhang
| Nature Verified
Abstract Accurate and safe identification of infantile fundus abnormalities is critical for large-scale screening, yet remains challenging because of heterogeneous disease presentations and overconfident predictions by conventional artificial intelligence (AI) models. In this study, we aim to develop an uncertainty-inspired open-set (UIOS) system to address these challenges.
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Eyecare-Cloud enabling 21 years of real world pediatric ophthalmology practice and paperless healthcare

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By Xinyu Zhao, Zhenquan Wu, Kaixuan Cui, Zhen Li Yu, Yaling Liu, Yarou Hu, Duo Yuan, Mengrui Zhang, Shaojuan Peng, Ruiheng Zhang, Li Dong, Wenbin Wei, Ya Xing Wang, Peiquan Zhao, Guoming Zhang, Xiayuan Luo, Mianying Zheng, Guishuang Ying
| Nature Verified
Abstract Global child health initiatives increasingly recognize the importance of eye care, with retinopathy of prematurity (ROP) remaining the leading preventable cause of childhood blindness. We introduce Eyecare-Cloud, a WeChat-integrated digital platform that unifies clinical workflows, telemedicine, and research to enhance pediatric eye care, with movie presentations illustrating its real-world implementation.
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