Fully automated macular pathology detection in retina optical coherence tomography images using sparse coding and dictionary learning

We propose a framework for automated detection of dry age-related macular degeneration (AMD) and diabetic macular edema (DME) from retina optical coherence tomography (OCT) images, based on sparse coding and dictionary learning. The study aims to improve the classification performance of state-of-th...

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Bibliographic Details

Published in:	Journal of biomedical optics Vol. 22; no. 1; p. 16012
Main Authors:	Sun, Yankui, Li, Shan, Sun, Zhongyang
Format:	Journal Article
Language:	English
Published:	United States 01.01.2017
Subjects:	Algorithms Diabetic Retinopathy - complications Diabetic Retinopathy - diagnostic imaging Humans Macular Degeneration - diagnostic imaging Macular Degeneration - etiology Macular Edema - diagnostic imaging Macular Edema - etiology Retina - diagnostic imaging Tomography, Optical Coherence - methods
ISSN:	1560-2281
Online Access:	Get more information
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