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Heye Zhang

JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets


May 01, 2021
Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David Firmin, Jennifer Keegan

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* Accepted by IEEE Journal of Biomedical and Health Informatics 
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Annealing Genetic GAN for Minority Oversampling


Aug 05, 2020
Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang

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Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness


Jun 23, 2020
Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang

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Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention


Feb 02, 2020
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David Firmin, Jennifer Keegan

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* 34 pages, 10 figures, 7 tables, accepted by Future Generation Computer Systems journal 
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Direct Quantification for Coronary Artery Stenosis Using Multiview Learning


Aug 02, 2019
Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Heye Zhang, Shuo Li

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* 9 pages, 4 figures 
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Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation


Jul 24, 2019
Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li

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* MICCAI 2019 
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Discriminative Consistent Domain Generation for Semi-supervised Learning


Jul 24, 2019
Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David Firmin, Guang Yang, Jennifer Keegan

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* MICCAI 2019 
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FIRE: Unsupervised bi-directional inter-modality registration using deep networks


Jul 11, 2019
Chengjia Wang, Giorgos Papanastasiou, Agisilaos Chartsias, Grzegorz Jacenkow, Sotirios A. Tsaftaris, Heye Zhang

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* We submitted this paper to a top medical imaging conference, srebuttal responded by the meta-reviewer. We were told that this work is not important and will not have big impact as the "reviewers were not enthusiastic". Here I publish the paper online for an open discussion. I will publish the code, the pre-trained model, the results, especially the reviews, and the meta reviews on github 
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Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation


Jun 12, 2018
Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David Firmin

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* 8 pages, 4 figures, accepted by MICCAI 2018 
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Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm


Jun 10, 2017
Chenchu Xu, Lei Xu, Zhifan Gao, Shen zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo Ghista, Shuo Li

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