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Disentangle, align and fuse for multimodal and zero-shot image segmentation


Nov 12, 2019
Agisilaos Chartsias, Giorgos Papanastasiou, Chengjia Wang, Scott Semple, David Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris


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Factorised Representation Learning in Cardiac Image Analysis


Mar 22, 2019
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Michelle Williams, David Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris


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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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Factorised spatial representation learning: application in semi-supervised myocardial segmentation


Nov 02, 2018
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle Williams, David Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris

* Accepted in MICCAI 2018 

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Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks


Aug 12, 2018
Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom MacGillivray, David Newby


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A two-stage 3D Unet framework for multi-class segmentation on full resolution image


Apr 12, 2018
Chengjia Wang, Tom MacGillivray, Gillian Macnaught, Guang Yang, David Newby


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A Distance Oriented Kalman Filter Particle Swarm Optimizer Applied to Multi-Modality Image Registration


Mar 20, 2018
Chengjia Wang, Keith A. Goatman, James Boardman, Erin Beveridge, David Newby, Scott Semple


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