Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity

BACKGROUND: Prior work has demonstrated the near-perfect accuracy of a deep learning retinal image analysis system for diagnosing plus disease in retinopathy of prematurity (ROP). Here we assess the screening potential of this scoring system by determining its ability to detect all components of ROP...

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Detalhes bibliográficos
Publicado no:Br J Ophthalmol
Main Authors: Redd, Travis K, Campbell, John Peter, Brown, James M, Kim, Sang Jin, Ostmo, Susan, Chan, Robison Vernon Paul, Dy, Jennifer, Erdogmus, Deniz, Ioannidis, Stratis, Kalpathy-Cramer, Jayashree, Chiang, Michael F
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7880608/
https://ncbi.nlm.nih.gov/pubmed/30470715
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/bjophthalmol-2018-313156
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