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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Veröffentlicht in:	Journal of biomedical optics Jg. 22; H. 1; S. 16012
Hauptverfasser:	Sun, Yankui, Li, Shan, Sun, Zhongyang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States 01.01.2017
Schlagworte:	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-Zugang:	Weitere Angaben
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