NISCAIR Online Periodicals Repository

Research Journals >
Journal of Scientific and Industrial Research (JSIR) >
JSIR Vol.71 [2012] >
JSIR Vol.71(12) [December 2012] >

Title: Performance analysis of screening diabetic retinopathy
Authors: Raja, D Siva Sundhara
Vasuki, S
Keywords: Diabetic retinopathy (DR)
Microaneurysms (MA)
Neural Networks
Issue Date: Dec-2012
Publisher: NISCAIR-CSIR, India
Abstract: This study presents a new method for screening Diabetic Retinopathy (DR), is the leading ophthalmic pathological cause of blindness among people of working age in developed countries. The first manifestations of DR are tiny capillary dilations known as Microaneurysms (MA) and Exudates. It may provide an early indication of the risk of the Type –I Diabetes. The various features of the images of the Retinal Vessels are used to indicate the different MA’s and Exudates disease processes. Neural Networks and k-means clustering provide significant benefits in medical research. This Proposed work deals DR with Segmentation and Classification algorithms for the analysis of Retina images. This effectiveness and robustness, together with its simplicity make this Optimized analysis for being integrated into a complete screening system for early DR detection. It proposes an Optimized Soft Computing technique approach for screening the Diabetic retinopathy.
Page(s): 804-809
CC License:  CC Attribution-Noncommercial-No Derivative Works 2.5 India
ISSN: 0975-1084 (Online); 0022-4456 (Print)
Source:JSIR Vol.71(12) [December 2012]

Files in This Item:

File Description SizeFormat
JSIR 71(12) 804-809.pdf44.11 kBAdobe PDFView/Open
 Current Page Visits: 741 
Recommend this item


Online Submission of Articles |  NISCAIR Website |  National Knowledge Resources Consortium |  Contact us |  Feedback

Disclaimer: NISCAIR assumes no responsibility for the statements and opinions advanced by contributors. The editorial staff in its work of examining papers received for publication is helped, in an honorary capacity, by many distinguished engineers and scientists.

CC License Except where otherwise noted, the Articles on this site are licensed under Creative Commons License: CC Attribution-Noncommercial-No Derivative Works 2.5 India

Copyright © 2015 The Council of Scientific and Industrial Research, New Delhi. All rights reserved.

Powered by DSpace Copyright © 2002-2007 MIT and Hewlett-Packard | Compliant to OAI-PMH V 2.0

Home Page Total Visits: 130753 since 01-Sep-2015  Last updated on 20-May-2016Webmaster: