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Detection of micro aneurysms using multiple classifiers and hidden Markov models
Journal article

Detection of micro aneurysms using multiple classifiers and hidden Markov models

J Goh, L Tang, L Al Turk, C Vrikki and G Saleh
Proceedings of the Third International Conference on Health Informatics, pp.269-274
3rd HEALTHINF 2010 (Valencia, Spain, 20/01/2010 - 23/01/2010)
2010

Abstract

Diabetic retinopathy is a complication of diabetes and early detection is essential for effective treatment. In this paper, a novel technique for the detection of micro aneurysms is presented. Various features are extracted using image processing techniques and then fed through multiple classifiers for initial classification of candidate micro aneurysms. Hidden Markov models are then used to perform contextual analysis to recognise true micro aneurysms.

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