Development and Validation of a Deep Learning System to Detect Glaucomatous Optic Neuropathy Using Fundus Photographs

IMPORTANCE: A deep learning system (DLS) that could automatically detect glaucomatous optic neuropathy (GON) with high sensitivity and specificity could expedite screening for GON. OBJECTIVE: To establish a DLS for detection of GON using retinal fundus images and glaucoma diagnosis with convoluted n...

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Publicat a:JAMA Ophthalmol
Autors principals: Liu, Hanruo, Li, Liu, Wormstone, I. Michael, Qiao, Chunyan, Zhang, Chun, Liu, Ping, Li, Shuning, Wang, Huaizhou, Mou, Dapeng, Pang, Ruiqi, Yang, Diya, Zangwill, Linda M., Moghimi, Sasan, Hou, Huiyuan, Bowd, Christopher, Jiang, Lai, Chen, Yihan, Hu, Man, Xu, Yongli, Kang, Hong, Ji, Xin, Chang, Robert, Tham, Clement, Cheung, Carol, Ting, Daniel Shu Wei, Wong, Tien Yin, Wang, Zulin, Weinreb, Robert N., Xu, Mai, Wang, Ningli
Format: Artigo
Idioma:Inglês
Publicat: American Medical Association 2019
Matèries:
Original Investigation
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6743057/
https://ncbi.nlm.nih.gov/pubmed/31513266
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1001/jamaophthalmol.2019.3501
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