Towards A Relation Extractor Nested U-Architecture for Accurate Pulmonary Airway Segmentation in CT images

Author:

Ding Gang1,Wu Yu1,Jin Jiabao1,Qi Hao1,Chen Yinran1,Luo Xiongbiao1

Affiliation:

1. School of Informatics, Xiamen University, China

Publisher

ACM

Reference24 articles.

1. Christian Bauer , Michael Eberlein , and Reinhard  R Beichel . 2014. Graph-based airway tree reconstruction from chest CT scans: evaluation of different features on five cohorts . IEEE transactions on medical imaging 34, 5 ( 2014 ), 1063–1076. Christian Bauer, Michael Eberlein, and Reinhard R Beichel. 2014. Graph-based airway tree reconstruction from chest CT scans: evaluation of different features on five cohorts. IEEE transactions on medical imaging 34, 5 (2014), 1063–1076.

2. Jean-Paul Charbonnier , Eva  M Van Rikxoort , Arnaud  AA Setio , Cornelia  M Schaefer-Prokop , Bram van Ginneken , and Francesco Ciompi . 2017. Improving airway segmentation in computed tomography using leak detection with convolutional networks. Medical image analysis 36 ( 2017 ), 52–60. Jean-Paul Charbonnier, Eva M Van Rikxoort, Arnaud AA Setio, Cornelia M Schaefer-Prokop, Bram van Ginneken, and Francesco Ciompi. 2017. Improving airway segmentation in computed tomography using leak detection with convolutional networks. Medical image analysis 36 (2017), 52–60.

3. Özgün Çiçek , Ahmed Abdulkadir , Soeren  S Lienkamp , Thomas Brox , and Olaf Ronneberger . 2016 . 3D U-Net: learning dense volumetric segmentation from sparse annotation . In International conference on medical image computing and computer-assisted intervention. Springer, 424–432 . Özgün Çiçek, Ahmed Abdulkadir, Soeren S Lienkamp, Thomas Brox, and Olaf Ronneberger. 2016. 3D U-Net: learning dense volumetric segmentation from sparse annotation. In International conference on medical image computing and computer-assisted intervention. Springer, 424–432.

4. Jean-Baptiste Cordonnier Andreas Loukas and Martin Jaggi. 2019. On the relationship between self-attention and convolutional layers. arXiv preprint arXiv:1911.03584(2019). Jean-Baptiste Cordonnier Andreas Loukas and Martin Jaggi. 2019. On the relationship between self-attention and convolutional layers. arXiv preprint arXiv:1911.03584(2019).

5. Hui Cui , Yiyue Xu , Wanlong Li , Linlin Wang , and Henry Duh . 2020 . Collaborative learning of cross-channel clinical attention for radiotherapy-related esophageal fistula prediction from CT . In International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, 212–220 . Hui Cui, Yiyue Xu, Wanlong Li, Linlin Wang, and Henry Duh. 2020. Collaborative learning of cross-channel clinical attention for radiotherapy-related esophageal fistula prediction from CT. In International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, 212–220.

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