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Modality Bank: Learn multi-modality images across data centers without sharing medical data


Jan 22, 2022
Qi Chang, Hui Qu, Zhennan Yan, Yunhe Gao, Lohendran Baskaran, Dimitris Metaxas

* arXiv admin note: substantial text overlap with arXiv:2012.08604 

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DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images


Mar 29, 2021
Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris Metaxas

* CVPR 2021 Oral 

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Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information


Dec 15, 2020
Qi Chang, Zhennan Yan, Lohendran Baskaran, Hui Qu, Yikai Zhang, Tong Zhang, Shaoting Zhang, Dimitris N. Metaxas

* arXiv admin note: text overlap with arXiv:2006.00080 

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Learn distributed GAN with Temporary Discriminators


Jul 17, 2020
Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris Metaxas

* Accepted by ECCV2020. Code: https://github.com/huiqu18/TDGAN-PyTorch 

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Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images


Jul 10, 2020
Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas

* 12 pages 

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Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation


Aug 13, 2019
Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas


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How intelligent are convolutional neural networks?


Oct 31, 2017
Zhennan Yan, Xiang Sean Zhou

* add one more experiment: common fate task; add link to github 

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