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Automated multidimensional deep learning platform for referable diabetic retinopathy detection: a multicentre, retrospective study

OBJECTIVE: To develop and validate a real-world screening, guideline-based deep learning (DL) system for referable diabetic retinopathy (DR) detection. DESIGN: This is a multicentre platform development study based on retrospective, cross-sectional data sets. Images were labelled by two-level certif...

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Detalles Bibliográficos
Autores principales: Zhang, Guihua, Lin, Jian-Wei, Wang, Ji, Ji, Jie, Cen, Ling-Ping, Chen, Weiqi, Xie, Peiwen, Zheng, Yi, Xiong, Yongqun, Wu, Hanfu, Li, Dongjie, Ng, Tsz Kin, Pang, Chi Pui, Zhang, Mingzhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9341185/
https://www.ncbi.nlm.nih.gov/pubmed/35902186
http://dx.doi.org/10.1136/bmjopen-2021-060155