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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Vydáno v:Br J Ophthalmol
Hlavní autoři: 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
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
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Article
On-line přístup: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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