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Hybrid dilation and attention residual U-Net for medical image segmentation

  • Published:2021-07 Issue: Volume:134 Page:104449
  • ISSN:0010-4825
  • Container-title:Computers in Biology and Medicine
  • language:en
  • Short-container-title:Computers in Biology and Medicine

Author:

Wang Zekun,Zou Yanni,Liu Peter X.

Funder

Jiangxi Provincial Natural Science Foundation

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference37 articles.

1. Spatial clockwork recurrent neural network for muscle perimysium segmentation;Xie,2016

2. Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis;Li;Comput. Biol. Med.,2020

3. Fully convolutional networks for semantic segmentation;Long,2015

4. Segnet: a deep convolutional encoder-decoder architecture for image segmentation;Badrinarayanan;IEEE Trans. Pattern Anal. Mach. Intell.,2017

5. Deeplab: semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs;Chen;IEEE Trans. Pattern Anal. Mach. Intell.,2017

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