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3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis


May 18, 2022
Yang Zhou, Zhiwen Yang, Hui Zhang, Eric I-Chao Chang, Yubo Fan, Yan Xu

* This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. Citation information: DOI 10.1109/TMI.2022.3156614, IEEE Transactions on Medical Imaging 

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Transformer based multiple instance learning for weakly supervised histopathology image segmentation


May 18, 2022
Ziniu Qian, Kailu Li, Maode Lai, Eric I-Chao Chang, Bingzheng Wei, Yubo Fan, Yan Xu

* Provisional accepted for MICCAI 2022 

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ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities


Mar 07, 2022
Han Liu, Yubo Fan, Hao Li, Jiacheng Wang, Dewei Hu, Can Cui, Ho Hin Lee, Ipek Oguz


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Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion


Jan 25, 2022
Han Liu, Yubo Fan, Can Cui, Dingjie Su, Andrew McNeil, Benoit M. Dawant

* Accepted by MICCAI 2021 BrainLes Workshop. arXiv admin note: substantial text overlap with arXiv:2109.06274 

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CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation


Jan 08, 2022
Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeon Gyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sebastien Ourselin, Jonathan Shapey, Tom Vercauteren

* Submitted to Medical Image Analysis 

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Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation


Sep 21, 2021
Han Liu, Yubo Fan, Can Cui, Dingjie Su, Andrew McNeil, Benoit M. Dawant


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Atlas-Based Segmentation of Intracochlear Anatomy in Metal Artifact Affected CT Images of the Ear with Co-trained Deep Neural Networks


Jul 09, 2021
Jianing Wang, Dingjie Su, Yubo Fan, Srijata Chakravorti, Jack H. Noble, Benoit M. Dawant

* 10 pages, 5 figures 

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Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks


Jul 07, 2018
Bo Hu, Ye Tang, Eric I-Chao Chang, Yubo Fan, Maode Lai, Yan Xu

* Accepted for publication in IEEE Journal of Biomedical and Health Informatics 

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Unsupervised End-to-end Learning for Deformable Medical Image Registration


Jan 20, 2018
Siyuan Shan, Wen Yan, Xiaoqing Guo, Eric I-Chao Chang, Yubo Fan, Yan Xu


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Gland Instance Segmentation Using Deep Multichannel Neural Networks


Nov 23, 2017
Yan Xu, Yang Li, Yipei Wang, Mingyuan Liu, Yubo Fan, Maode Lai, Eric I-Chao Chang

* IEEE Transactions on Biomedical Engineering, Volume: 64, Issue: 12, Dec. 2017, Pages: 2901 - 2912 
* arXiv admin note: substantial text overlap with arXiv:1607.04889 

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Sleep Stage Classification Based on Multi-level Feature Learning and Recurrent Neural Networks via Wearable Device


Nov 02, 2017
Xin Zhang, Weixuan Kou, Eric I-Chao Chang, He Gao, Yubo Fan, Yan Xu

* 11 pages, 10 figures 

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Learning Multi-level Features For Sensor-based Human Action Recognition


Sep 02, 2017
Yan Xu, Zhengyang Shen, Xin Zhang, Yifan Gao, Shujian Deng, Yipei Wang, Yubo Fan, Eric I-Chao Chang

* Pervasive and Mobile Computing, Volume 40, September 2017, Pages 324-338 
* 26 pages, 23 figures 

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Gland Instance Segmentation by Deep Multichannel Neural Networks


Jul 19, 2016
Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Yubo Fan, Maode Lai, Eric I-Chao Chang


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