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Validation of Deep Convolutional Neural Network-based algorithm for detection of diabetic retinopathy – Artificial intelligence versus clinician for screening

PURPOSE: Deep learning is a newer and advanced subfield in artificial intelligence (AI). The aim of our study is to validate a machine-based algorithm developed based on deep convolutional neural networks as a tool for screening to detect referable diabetic retinopathy (DR). METHODS: An AI algorithm...

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Detalhes bibliográficos
Publicado no:Indian J Ophthalmol
Main Authors: Shah, Payal, Mishra, Divyansh K, Shanmugam, Mahesh P, Doshi, Bindiya, Jayaraj, Hariprasad, Ramanjulu, Rajesh
Formato: Artigo
Idioma:Inglês
Publicado em: Wolters Kluwer - Medknow 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7003578/
https://ncbi.nlm.nih.gov/pubmed/31957737
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4103/ijo.IJO_966_19
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