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Retinal Microaneurysms Detection Using Gradient Vector Analysis and Class Imbalance Classification

Retinal microaneurysms (MAs) are the earliest clinically observable lesions of diabetic retinopathy. Reliable automated MAs detection is thus critical for early diagnosis of diabetic retinopathy. This paper proposes a novel method for the automated MAs detection in color fundus images based on gradi...

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Detalles Bibliográficos
Autores principales: Dai, Baisheng, Wu, Xiangqian, Bu, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5001638/
https://www.ncbi.nlm.nih.gov/pubmed/27564376
http://dx.doi.org/10.1371/journal.pone.0161556