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Microscopic fine-grained instance classification through deep attention


Oct 06, 2020
Mengran Fan, Tapabrata Chakrabort, Eric I-Chao Chang, Yan Xu, Jens Rittscher


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MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask


Apr 08, 2020
Shengyu Zhao, Yilun Sheng, Yue Dong, Eric I-Chao Chang, Yan Xu

* CVPR 2020 (Oral) 

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Recursive Cascaded Networks for Unsupervised Medical Image Registration


Jul 29, 2019
Shengyu Zhao, Yue Dong, Eric I-Chao Chang, Yan Xu

* Accepted to ICCV 2019 

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Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network


Feb 13, 2019
Tingfung Lau, Ji Luo, Shengyu Zhao, Eric I-Chao Chang, Yan Xu


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MRI Cross-Modality NeuroImage-to-NeuroImage Translation


Sep 11, 2018
Qianye Yang, Nannan Li, Zixu Zhao, Xingyu Fan, Eric I-Chao Chang, Yan Xu

* 46 pages, 16 figures 

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Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge


Jul 22, 2018
Mitko Veta, Yujing J. Heng, Nikolas Stathonikos, Babak Ehteshami Bejnordi, Francisco Beca, Thomas Wollmann, Karl Rohr, Manan A. Shah, Dayong Wang, Mikael Rousson, Martin Hedlund, David Tellez, Francesco Ciompi, Erwan Zerhouni, David Lanyi, Matheus Viana, Vassili Kovalev, Vitali Liauchuk, Hady Ahmady Phoulady, Talha Qaiser, Simon Graham, Nasir Rajpoot, Erik Sjöblom, Jesper Molin, Kyunghyun Paeng, Sangheum Hwang, Sunggyun Park, Zhipeng Jia, Eric I-Chao Chang, Yan Xu, Andrew H. Beck, Paul J. van Diest, Josien P. W. Pluim

* Overview paper of the TUPAC16 challenge: http://tupac.tue-image.nl/ 

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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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Constrained Deep Weak Supervision for Histopathology Image Segmentation


Jan 03, 2017
Zhipeng Jia, Xingyi Huang, Eric I-Chao Chang, Yan Xu


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End-to-End Subtitle Detection and Recognition for Videos in East Asian Languages via CNN Ensemble with Near-Human-Level Performance


Nov 18, 2016
Yan Xu, Siyuan Shan, Ziming Qiu, Zhipeng Jia, Zhengyang Shen, Yipei Wang, Mengfei Shi, Eric I-Chao Chang

* 35 pages 

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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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Gland Instance Segmentation by Deep Multichannel Side Supervision


Jul 14, 2016
Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Maode Lai, Eric I-Chao Chang

* conditionally accepted at MICCAI 2016 

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