Computer-aided Diagnosis of Diabetic Retinopathy: a Review

Overview

Journal Comput Biol Med

Publisher Elsevier

Specialties Biology
General Medicine
Medical Informatics

Date 2013 Dec 3

PMID 24290931

Citations 78

Authors

Muthu Rama Krishnan Mookiah

U Rajendra Acharya

Chua Kuang Chua

Choo Min Lim

E Y K Ng

Augustinus Laude

Affiliations

Soon will be listed here.

Abstract

Diabetes mellitus may cause alterations in the retinal microvasculature leading to diabetic retinopathy. Unchecked, advanced diabetic retinopathy may lead to blindness. It can be tedious and time consuming to decipher subtle morphological changes in optic disk, microaneurysms, hemorrhage, blood vessels, macula, and exudates through manual inspection of fundus images. A computer aided diagnosis system can significantly reduce the burden on the ophthalmologists and may alleviate the inter and intra observer variability. This review discusses the available methods of various retinal feature extractions and automated analysis.

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