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MSU-Net: Multi-Scale U-Net for 2D Medical Image Segmentation

Aiming at the limitation of the convolution kernel with a fixed receptive field and unknown prior to optimal network width in U-Net, multi-scale U-Net (MSU-Net) is proposed by us for medical image segmentation. First, multiple convolution sequence is used to extract more semantic features from the i...

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Detalles Bibliográficos
Publicado en:Front Genet
Autores principales: Su, Run, Zhang, Deyun, Liu, Jinhuai, Cheng, Chuandong
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2021
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7928319/
https://ncbi.nlm.nih.gov/pubmed/33679900
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2021.639930
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