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Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

Jun 28, 2020
Yingda Xia, Dong Yang, Zhiding Yu, Fengze Liu, Jinzheng Cai, Lequan Yu, Zhuotun Zhu, Daguang Xu, Alan Yuille, Holger Roth

* Medical Image Analysis, 2020 
* 19 pages, 6 figures, to appear in Medical Image Analysis. This article is an extension of the conference paper arXiv:1811.12506 

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JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans

May 27, 2020
Fengze Liu, Jingzheng Cai, Yuankai Huo, Chi-Tung Cheng, Ashwin Raju, Dakai Jin, Jing Xiao, Alan Yuille, Le Lu, ChienHung Liao, Adam P Harrison


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Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation

Mar 18, 2020
Yingda Xia, Yi Zhang, Fengze Liu, Wei Shen, Alan Yuille

* The first two authors contributed equally to this work 

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Deep Distance Transform for Tubular Structure Segmentation in CT Scans

Dec 06, 2019
Yan Wang, Xu Wei, Fengze Liu, Jieneng Chen, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille


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FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans

Aug 27, 2019
Fengze Liu, Yuyin Zhou, Elliot Fishman, Alan Yuille

* Accepted to MICCAI 2019 Workshop(MLMI)(8 pages, 3 figures) 

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An Alarm System For Segmentation Algorithm Based On Shape Model

Mar 27, 2019
Fengze Liu, Yingda Xia, Dong Yang, Alan Yuille, Daguang Xu


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3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training

Nov 29, 2018
Yingda Xia, Fengze Liu, Dong Yang, Jinzheng Cai, Lequan Yu, Zhuotun Zhu, Daguang Xu, Alan Yuille, Holger Roth


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Bridging the Gap Between 2D and 3D Organ Segmentation with Volumetric Fusion Net

Jun 09, 2018
Yingda Xia, Lingxi Xie, Fengze Liu, Zhuotun Zhu, Elliot K. Fishman, Alan L. Yuille

* 8 pages, 2 figures, accepted to MICCAI 2018 

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Joint Shape Representation and Classification for Detecting PDAC

Apr 27, 2018
Fengze Liu, Lingxi Xie, Yingda Xia, Elliot K. Fishman, Alan L. Yuille


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