Optic Disc and Blood Vessels Screening in Diabetes Mellitus using Otsuas Method

Ms. Ms. Jyoti D. Pati; Dr. S.R. Chaudhari

Authors

Ms. Ms. Jyoti D. Pati
Dr. S.R. Chaudhari

Keywords:

diabetic retinopathy, thresholding, otsu

Abstract

Diabetes Mellitus (DM) has type-1 & type 2. So in diabeties type-2 is very severe disease which creates complications and effect on various part of body. Most sensitive part of body is Eye which is affected by DM responsible in progression of Diabetic Retinopathy (DR). DR is a slowly effects on eye & come to focus when the changes on the retina have progressed to a level at which treatment turns complicate, so an early diagnosis and referral to an ophthalmologist or optometrist for the management of this disease can prevent 98% of severe visual loss. The aim of this work is to automatically identify Diabetic Retinopathy (DR), and Background Retinopathy using fundus images. Our results show a classification accuracy of 92%, with sensitivity and specifity of 95%.

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How to Cite

Optic Disc and Blood Vessels Screening in Diabetes Mellitus using Otsuas Method. (2016). Global Journal of Medical Research, 16(24), 19-22. https://medicalresearchjournal.org/index.php/GJMR/article/view/

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Author Biography

Ms. Ms. Jyoti D. Pati

Jyoti Devidas Patil is a physicist and academic based in Pune, Maharashtra, India. She holds a Ph.D. in Physics, along with M.Sc., M.Phil, and B.Ed. degrees. She is affiliated with Pratibha Senior College and P D E Aas Baburaoji Gholap College, where she conducts research in areas such as diabetic retinopathy detection and retro cochlear pathology. Her published works include two papers on these topics, and she has also served as a reviewer for the Global Journal of Research in Engineering. With a record of nine international and one national publication, she continues to contribute to the field of physics and medical imaging.

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