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“Keep it simple, scholar”: an experimental analysis of few-parameter segmentation networks for retinal vessels in fundus imaging

PURPOSE: With the recent development of deep learning technologies, various neural networks have been proposed for fundus retinal vessel segmentation. Among them, the U-Net is regarded as one of the most successful architectures. In this work, we start with simplification of the U-Net, and explore t...

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Detalhes bibliográficos
Publicado no:Int J Comput Assist Radiol Surg
Main Authors: Fu, Weilin, Breininger, Katharina, Schaffert, Roman, Pan, Zhaoya, Maier, Andreas
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8166700/
https://ncbi.nlm.nih.gov/pubmed/33929676
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-021-02340-1
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