Classification of healthy and diseased retina using SD-OCT imaging and Random Forest algorithm.

Classification of healthy and diseased retina using SD-OCT imaging and Random Forest algorithm.

In this paper, we propose a novel classification model for automatically identifying individuals with age-related macular degeneration (AMD) or Diabetic Macular Edema (DME) using retinal features from Spectral Domain Optical Coherence Tomography (SD-OCT) images. Our classification method uses retina...

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Bibliographic Details
Main Authors: Md Akter Hussain, Alauddin Bhuiyan, Chi D Luu, R Theodore Smith, Robyn H Guymer, Hiroshi Ishikawa, Joel S Schuman, Kotagiri Ramamohanarao
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5986153?pdf=render

Internet

http://europepmc.org/articles/PMC5986153?pdf=render

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