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Microaneurysms segmentation with a U-Net based on recurrent residual convolutional neural network

Microaneurysms (MAs) play an important role in the diagnosis of clinical diabetic retinopathy at the early stage. Annotation of MAs manually by experts is laborious and so it is essential to develop automatic segmentation methods. Automatic MA segmentation remains a challenging task mainly due to th...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Kou, Caixia, Li, Wei, Liang, Wei, Yu, Zekuan, Hao, Jianchen
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6582229/
https://ncbi.nlm.nih.gov/pubmed/31259200
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.6.2.025008
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