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Synthetic Velocity Mapping Cardiac MRI Coupled with Automated Left Ventricle Segmentation


Oct 04, 2021
Xiaodan Xing, Yinzhe Wu, David Firmin, Peter Gatehouse, Guang Yang


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Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data


Sep 20, 2021
Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David Firmin, Jennifer Keegan, Guang Yang


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Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives


Jun 28, 2021
Yinzhe Wu, Zeyu Tang, Binghuan Li, David Firmin, Guang Yang

* 3 figure, 8 tables, 46 pages 

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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

* Accepted by IEEE Journal of Biomedical and Health Informatics 

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Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping


Apr 26, 2021
Mengmeng Kuang, Yinzhe Wu, Diego Alonso-Álvarez, David Firmin, Jennifer Keegan, Peter Gatehouse, Guang Yang

* 8 pages, 4 figures, Functional Imaging and Modeling of the Heart 

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Automated Multi-Channel Segmentation for the 4D Myocardial Velocity Mapping Cardiac MR


Dec 16, 2020
Yinzhe Wu, Suzan Hatipoglu, Diego Alonso-Álvarez, Peter Gatehouse, David Firmin, Jennifer Keegan, Guang Yang

* 7 pages, 3 figures, accepted by SPIE Medical Imaging 2021 

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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

* 34 pages, 10 figures, 7 tables, accepted by Future Generation Computer Systems journal 

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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

* MICCAI 2019 

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Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge


Feb 21, 2019
Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Orjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom MacGillivray, David Newby, Kawal Rhode, Sebastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David Firmin, Guang Yang

* 14 pages, 7 figures, sumitted to Medical Image Analysis 

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Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework


Feb 21, 2019
Lei Li, Fuping Wu, Guang Yang, Lingchao Xu, Tom Wong, Raad Mohiaddin, David Firmin, Jennifer Keegan, Xiahai Zhuang

* 13 pages, 10 figures, submitted to Medical Image Analysis 

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Atrial scars segmentation via potential learning in the graph-cuts framework


Oct 22, 2018
Lei Li, Fuping Wu, Guang Yang, Tom Wong, Raad Mohiaddin, David Firmin, Jenny Keegan, Lingchao Xu, Xiahai Zhuang

* 9 pages,4 figures,STACOM2018 

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Atrial fibrosis quantification based on maximum likelihood estimator of multivariate images


Oct 22, 2018
Fuping Wu, Lei Li, Guang Yang, Tom Wong, Raad Mohiaddin, David Firmin, Jennifer Keegan, Lingchao Xu, Xiahai Zhuang


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Translational Motion Compensation for Soft Tissue Velocity Images


Aug 20, 2018
Christina Koutsoumpa, Jennifer Keegan, David Firmin, Guang-Zhong Yang, Duncan Gillies


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Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction


Jun 28, 2018
Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David Firmin, Jennifer Keegan, Daniel Rueckert, Andreas Maier

* To be published at MICCAI 2018 

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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

* 8 pages, 4 figures, accepted by MICCAI 2018 

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Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI


May 30, 2018
Jo Schlemper, Guang Yang, Pedro Ferreira, Andrew Scott, Laura-Ann McGill, Zohya Khalique, Margarita Gorodezky, Malte Roehl, Jennifer Keegan, Dudley Pennell, David Firmin, Daniel Rueckert

* Accepted for MICCAI 2018 

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Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI


May 26, 2017
Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Lei Li, Rick Wage, Xujiong Ye, Greg Slabaugh, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David Firmin

* 39 pages, 8 figure, 2 tables, submitted to MRM journal 

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Deep De-Aliasing for Fast Compressive Sensing MRI


May 19, 2017
Simiao Yu, Hao Dong, Guang Yang, Greg Slabaugh, Pier Luigi Dragotti, Xujiong Ye, Fangde Liu, Simon Arridge, Jennifer Keegan, David Firmin, Yike Guo

* 15 pages, 5 figures 

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