Multi-categorical deep learning neural network to classify retinal images: A pilot study employing small database.

Deep learning emerges as a powerful tool for analyzing medical images. Retinal disease detection by using computer-aided diagnosis from fundus image has emerged as a new method. We applied deep learning convolutional neural network by using MatConvNet for an automated detection of multiple retinal d...

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Bibliographic Details
Main Authors: Joon Yul Choi, Tae Keun Yoo, Jeong Gi Seo, Jiyong Kwak, Terry Taewoong Um, Tyler Hyungtaek Rim
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5667846?pdf=render