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Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation


Jul 06, 2022
Yuan Yao, Fengze Liu, Zongwei Zhou, Yan Wang, Wei Shen, Alan Yuille, Yongyi Lu

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* Accepted to MIDL 2022 (15 pages, 6 figures) 

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Learning to Bootstrap for Combating Label Noise


Feb 09, 2022
Yuyin Zhou, Xianhang Li, Fengze Liu, Xuxi Chen, Lequan Yu, Cihang Xie, Matthew P. Lungren, Lei Xing

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* tech report; code is available at https://github.com/yuyinzhou/L2B 

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External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data


Jan 04, 2022
Yuyin Zhou, David Dreizin, Yan Wang, Fengze Liu, Wei Shen, Alan L. Yuille

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* IEEE TMI 

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SAME: Deformable Image Registration based on Self-supervised Anatomical Embeddings


Sep 23, 2021
Fengze Liu, Ke Yan, Adam Harrison, Dazhou Guo, Le Lu, Alan Yuille, Lingyun Huang, Guotong Xie, Jing Xiao, Xianghua Ye, Dakai Jin

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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

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* 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

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* 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

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

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