Retinal Image Analysis for Ocular Disease Prediction Using Rule Mining Algorithms.

Interdisciplinary Sciences, Computational Life Sciences
R Karthiyayini, N Shenbagavadivu

Abstract

Medical image processing is now gaining a significant momentum in clinical situation to undertake diagnosis of different anatomical defects. However, with regard to eye diseases, there is no such well-defined image processing technique in medical image analysis. The scope of this study is to automate computer analysis of ocular disease-related retinal images, which may ease the job of ophthalmologists to rule out the diseased condition. In this present work, eye images are subjected for developing a reliable tool for processing the eye retinal fundus images. The primary objective is to effectively probe retinal image data for providing a holistic approach in automatic fundus disease detection and screening to help clinicians in addition with a developed reliable image processing technique combined with a rule-based clustering method for automatic analysis of fundus images in a reduced time frame. More than 400 eye images available in online are examined. The images were preprocessed by grayscale conversion, retinal segmentation, ROI and crop ROI, image resizing, and extraction in RGB channels. Then these images were segmented by NRR from RGB channels, centroids of rows and columns, and NRR to binary image conversion. Then extra...Continue Reading

References

Feb 26, 2011·IEEE Transactions on Information Technology in Biomedicine : a Publication of the IEEE Engineering in Medicine and Biology Society·U Rajendra AcharyaChua Kuang Chua
Dec 29, 2012·Frontiers in Oncology·Yoichiro MitsuishiMasayuki Yamamoto
Jun 1, 2017·Biochemical and Biophysical Research Communications·Yasuo MikiKoichi Wakabayashi
Jul 7, 2017·Nöro Psikiyatri Arşivi·Elif GökçalTalip Asil
Sep 15, 2017·Interdisciplinary Sciences, Computational Life Sciences·Mathew SaumyaT V Suchithra
Jan 20, 2018·Environmental Health Perspectives·Cynthia J GrondinCarolyn J Mattingly
Feb 1, 2018·Interdisciplinary Sciences, Computational Life Sciences·Baomin Li, Fenglei Yang
Jan 4, 2019·Interdisciplinary Sciences, Computational Life Sciences·Bo HuXiaoping Liu
Jul 3, 2019·Interdisciplinary Sciences, Computational Life Sciences·Delin LiuXin Cheng
Sep 6, 2019·Interdisciplinary Sciences, Computational Life Sciences·Youquan LiuMenglong Li
Feb 2, 2020·Interdisciplinary Sciences, Computational Life Sciences·Fuzhang YangJiang Xie

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Citations

Sep 19, 2021·Interdisciplinary Sciences, Computational Life Sciences·Hang BaiJiaqiang Qi

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