Early detection of visual impairment in young children using a smartphone-based deep learning system

Early detection of visual impairment is crucial but is frequently missed in young children, who are capable of only limited cooperation with standard vision tests. Although certain features of visually impaired children, such as facial appearance and ocular movements, can assist ophthalmic practice,...

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Veröffentlicht in:	Nature medicine 2023-02, Vol.29 (2), p.493-503
Hauptverfasser:	Chen, Wenben, Li, Ruiyang, Yu, Qinji, Xu, Andi, Feng, Yile, Wang, Ruixin, Zhao, Lanqin, Lin, Zhenzhe, Yang, Yahan, Lin, Duoru, Wu, Xiaohang, Chen, Jingjing, Liu, Zhenzhen, Wu, Yuxuan, Dang, Kang, Qiu, Kexin, Wang, Zilong, Zhou, Ziheng, Liu, Dong, Wu, Qianni, Li, Mingyuan, Xiang, Yifan, Li, Xiaoyan, Lin, Zhuoling, Zeng, Danqi, Huang, Yunjian, Mo, Silang, Huang, Xiucheng, Sun, Shulin, Hu, Jianmin, Zhao, Jun, Wei, Meirong, Hu, Shoulong, Chen, Liang, Dai, Bingfa, Yang, Huasheng, Huang, Danping, Lin, Xiaoming, Liang, Lingyi, Ding, Xiaoyan, Yang, Yangfan, Wu, Pengsen, Zheng, Feihui, Stanojcic, Nick, Li, Ji-Peng Olivia, Cheung, Carol Y., Long, Erping, Chen, Chuan, Zhu, Yi, Yu-Wai-Man, Patrick, Wang, Ruixuan, Zheng, Wei-shi, Ding, Xiaowei, Lin, Haotian
Format:	Artikel
Sprache:	eng
Schlagworte:	631/114/1305 692/1807/1482 692/308/575 692/700/1720 Biomedical and Life Sciences Biomedicine Braille Cancer Research Child Child, Preschool Children Deep Learning Disorders Eye Eye movements Female Health Personnel Humans Impairment Infant Infectious Diseases Male Metabolic Diseases Molecular Medicine Neurosciences Ophthalmology Smartphone Smartphones Telemedicine Vision Disorders - diagnosis Visual impairment Visual stimuli
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