DocumentCode :
3300455
Title :
Algorithmic Approach for Prediction and Early Detection of Diseases Using Retinal Images
Author :
Raghu Raj, P. ; Gurudatha Pai, K. ; Shylaja, S.S.
Author_Institution :
Dept. of Inf. Sci. & Eng., PES Inst. of Technol., Bangalore
fYear :
2007
fDate :
14-17 Aug. 2007
Firstpage :
501
Lastpage :
505
Abstract :
The Fundus images of retina of human eye can provide valuable information about human health and open up a window of unforeseeable opportunities. In this respect, one can systematically assesses digital retinal photographs, to predict chronic diseases. This eliminates the need for manual assessment of ophthalmic images in diagnostic practices. It is also possible to detect certain type of cancers and cataract in their early stages in addition to diseases like hypertension, stroke and serious organ malfunctioning in diabetic patients. The facility to maintain a database of the retinal photographs and associated data of any patient, taken on a regular basis, scrutinized for the prediction of the diseases may easily be incorporated.
Keywords :
medical image processing; chronic disease prediction; digital retinal photograph; disease early detection; human eye retina; human health; ophthalmic image; retinal image; Cameras; Cancer; Cardiac disease; Cardiovascular diseases; Diabetes; Humans; Information science; Optical filters; Prediction algorithms; Retina; Image segmentation; Object detection; Photography; bottom hat transformation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Graphics, Imaging and Visualisation, 2007. CGIV '07
Conference_Location :
Bangkok
Print_ISBN :
0-7695-2928-3
Type :
conf
DOI :
10.1109/CGIV.2007.16
Filename :
4293720
Link To Document :
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