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Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network

  • Published:2017-05 Issue: Volume:20 Page:70-79
  • ISSN:1877-7503
  • Container-title:Journal of Computational Science
  • language:en
  • Short-container-title:Journal of Computational Science

Author:

Tan Jen Hong,Acharya U. Rajendra,Bhandary Sulatha V.,Chua Kuang Chua,Sivaprasad Sobha

Funder

National Institute for Health Research

Publisher

Elsevier BV

Subject

Modeling and Simulation,General Computer Science,Theoretical Computer Science

Reference57 articles.

1. Blood vessel segmentation methodologies in retinal images—a survey;Fraz;Comput. Methods Programs Biomed.,2012

2. Retinal vessel segmentation in colour fundus images using Extreme Learning Machine;Zhu;Comput. Med. Imaging Graph.,2016

3. Hierarchical retinal blood vessel segmentation based on feature and ensemble learning;Wang;Neurocomputing,2014

4. An ensemble classification-based approach applied to retinal blood vessel segmentation;Fraz;IEEE Trans. Biomed. Eng.,2012

5. Retinal vessel extraction by matched filter with first-order derivative of Gaussian;Zhang;Comput. Biol. Med.,2010

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