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UNet++: A Nested U-Net Architecture for Medical Image Segmentation

In this paper, we present UNet++, a new, more powerful architecture for medical image segmentation. Our architecture is essentially a deeply-supervised encoder-decoder network where the encoder and decoder sub-networks are connected through a series of nested, dense skip pathways. The re-designed sk...

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Detalhes bibliográficos
Publicado no:Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2018)
Main Authors: Zhou, Zongwei, Siddiquee, Md Mahfuzur Rahman, Tajbakhsh, Nima, Liang, Jianming
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7329239/
https://ncbi.nlm.nih.gov/pubmed/32613207
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00889-5_1
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