Preventing corneal blindness caused by keratitis using artificial intelligence

Keratitis is the main cause of corneal blindness worldwide, but most vision loss caused by keratitis can be avoidable via early detection and treatment, which are challenging in resource-limited settings. Here, the authors develop a deep learning system for the automated classification of keratitis...

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Autores principales:	Zhongwen Li, Jiewei Jiang, Kuan Chen, Qianqian Chen, Qinxiang Zheng, Xiaotian Liu, Hongfei Weng, Shanjun Wu, Wei Chen
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/9c6058a1941f4c64be7df068856dd647
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spelling	oai:doaj.org-article:9c6058a1941f4c64be7df068856dd6472021-12-02T16:04:25ZPreventing corneal blindness caused by keratitis using artificial intelligence10.1038/s41467-021-24116-62041-1723https://doaj.org/article/9c6058a1941f4c64be7df068856dd6472021-06-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-24116-6https://doaj.org/toc/2041-1723Keratitis is the main cause of corneal blindness worldwide, but most vision loss caused by keratitis can be avoidable via early detection and treatment, which are challenging in resource-limited settings. Here, the authors develop a deep learning system for the automated classification of keratitis and other cornea abnormalities.Zhongwen LiJiewei JiangKuan ChenQianqian ChenQinxiang ZhengXiaotian LiuHongfei WengShanjun WuWei ChenNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-12 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Zhongwen Li Jiewei Jiang Kuan Chen Qianqian Chen Qinxiang Zheng Xiaotian Liu Hongfei Weng Shanjun Wu Wei Chen Preventing corneal blindness caused by keratitis using artificial intelligence
description	Keratitis is the main cause of corneal blindness worldwide, but most vision loss caused by keratitis can be avoidable via early detection and treatment, which are challenging in resource-limited settings. Here, the authors develop a deep learning system for the automated classification of keratitis and other cornea abnormalities.
format	article
author	Zhongwen Li Jiewei Jiang Kuan Chen Qianqian Chen Qinxiang Zheng Xiaotian Liu Hongfei Weng Shanjun Wu Wei Chen
author_facet	Zhongwen Li Jiewei Jiang Kuan Chen Qianqian Chen Qinxiang Zheng Xiaotian Liu Hongfei Weng Shanjun Wu Wei Chen
author_sort	Zhongwen Li
title	Preventing corneal blindness caused by keratitis using artificial intelligence
title_short	Preventing corneal blindness caused by keratitis using artificial intelligence
title_full	Preventing corneal blindness caused by keratitis using artificial intelligence
title_fullStr	Preventing corneal blindness caused by keratitis using artificial intelligence
title_full_unstemmed	Preventing corneal blindness caused by keratitis using artificial intelligence
title_sort	preventing corneal blindness caused by keratitis using artificial intelligence
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/9c6058a1941f4c64be7df068856dd647
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Preventing corneal blindness caused by keratitis using artificial intelligence

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