CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy.

Antonio M. Simoes Monteiro de Marvao Antonio de Marvao https://orcid.org/0000-0001-9095-5887 https://www.wikidata.org/entity/Q57058180

Mengyun Qiao Shuo Wang 0011 Huaqi Qiu Antonio de Marvao Declan P. O'Regan Daniel Rueckert Wenjia Bai CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy. 1259-1269 2024 March 43 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2023.3331982 db/journals/tmi/tmi43.html#QiaoWQMORB24

Mengyun Qiao Shuo Wang 0011 Huaqi Qiu Antonio de Marvao Declan P. O'Regan Daniel Rueckert Wenjia Bai CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy. 2023 abs/2301.13098 CoRR https://doi.org/10.48550/arXiv.2301.13098 db/journals/corr/corr2301.html#abs-2301-13098

Xi Jia Alexander Thorley Wei Chen 0092 Huaqi Qiu Linlin Shen Iain B. Styles Hyung Jin Chang Ales Leonardis Antonio de Marvao Declan P. O'Regan Daniel Rueckert Jinming Duan 0001 Learning a Model-Driven Variational Network for Deformable Image Registration. 199-212 2022 41 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2021.3108881 db/journals/tmi/tmi41.html#JiaTCQSSCLMORD22

Qingjie Meng Chen Qin Wenjia Bai Tianrui Liu 0001 Antonio de Marvao Declan P. O'Regan Daniel Rueckert MulViMotion: Shape-Aware 3D Myocardial Motion Tracking From Multi-View Cardiac MRI. 1961-1974 2022 41 IEEE Trans. Medical Imaging 8 https://doi.org/10.1109/TMI.2022.3154599 https://www.wikidata.org/entity/Q125341448 db/journals/tmi/tmi41.html#MengQBLMOR22

Qingjie Meng Chen Qin Wenjia Bai Tianrui Liu Antonio de Marvao Declan P. O'Regan Daniel Rueckert MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI. 2022 abs/2208.00034 CoRR https://doi.org/10.48550/arXiv.2208.00034 db/journals/corr/corr2208.html#abs-2208-00034

Alexander Thorley Xi Jia Hyung Jin Chang Boyang Liu Karina Bunting Victoria Stoll Antonio de Marvao Declan P. O'Regan Georgios V. Gkoutos Dipak Kotecha Jinming Duan 0001 Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration. 150-160 2021 MICCAI (4) https://doi.org/10.1007/978-3-030-87202-1_15 conf/miccai/2021-4 db/conf/miccai/miccai2021-4.html#ThorleyJCLBSMOG21

Xi Jia Alexander Thorley Wei Chen 0092 Huaqi Qiu Linlin Shen Iain B. Styles Hyung Jin Chang Ales Leonardis Antonio de Marvao Declan P. O'Regan Daniel Rueckert Jinming Duan 0001 Learning a Model-Driven Variational Network for Deformable Image Registration. 2021 abs/2105.12227 CoRR https://arxiv.org/abs/2105.12227 db/journals/corr/corr2105.html#abs-2105-12227

Nicolò Savioli Antonio de Marvao Wenjia Bai Shuo Wang 0011 Stuart A. Cook Calvin W. L. Chin Daniel Rueckert Declan P. O'Regan Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed Adversarial Gaussian Domain Adaptation. 2021 abs/2107.07975 CoRR https://arxiv.org/abs/2107.07975 db/journals/corr/corr2107.html#abs-2107-07975

Alexander Thorley Xi Jia Hyung Jin Chang Boyang Liu Karina Bunting Victoria Stoll Antonio de Marvao Declan P. O'Regan Georgios V. Gkoutos Dipak Kotecha Jinming Duan 0001 Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration. 2021 abs/2109.12688 CoRR https://arxiv.org/abs/2109.12688 db/journals/corr/corr2109.html#abs-2109-12688

Carlo Biffi Juan J. Cerrolaza Giacomo Tarroni Wenjia Bai Antonio de Marvao Ozan Oktay Christian Ledig Loïc Le Folgoc Konstantinos Kamnitsas Georgia Doumou Jinming Duan 0001 Sanjay K. Prasad Stuart A. Cook Declan P. O'Regan Daniel Rueckert Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models. 2088-2099 2020 39 IEEE Trans. Medical Imaging 6 https://doi.org/10.1109/TMI.2020.2964499 https://www.wikidata.org/entity/Q92688352 db/journals/tmi/tmi39.html#BiffiCTBMOLFKDD20

Weizeng Lu Xi Jia Wei Chen 0092 Nicolò Savioli Antonio de Marvao Linlin Shen Declan P. O'Regan Jinming Duan 0001 One-stage Multi-task Detector for 3D Cardiac MR Imaging. 1949-1955 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9412087 conf/icpr/2020 db/conf/icpr/icpr2020.html#LuJCSMSO020

Ghalib A. Bello Timothy J. W. Dawes Jinming Duan 0001 Carlo Biffi Antonio de Marvao Luke S. G. E. Howard J. Simon R. Gibbs Martin R. Wilkins Stuart A. Cook Daniel Rueckert Declan P. O'Regan Deep-learning cardiac motion analysis for human survival prediction. 95-104 2019 1 Nat. Mach. Intell. 2 https://doi.org/10.1038/s42256-019-0019-2 https://www.wikidata.org/entity/Q91879187 db/journals/natmi/natmi1.html#BelloDDBMHGWCRO19

Giacomo Tarroni Ozan Oktay Wenjia Bai Andreas Schuh Hideaki Suzuki Jonathan Passerat-Palmbach Antonio de Marvao Declan P. O'Regan Stuart A. Cook Ben Glocker Paul M. Matthews Daniel Rueckert Learning-Based Quality Control for Cardiac MR Images. 1127-1138 2019 38 IEEE Trans. Medical Imaging 5 https://doi.org/10.1109/TMI.2018.2878509 https://www.wikidata.org/entity/Q58554485 db/journals/tmi/tmi38.html#TarroniOBSSPMOC19

Jinming Duan 0001 Ghalib Bello Jo Schlemper Wenjia Bai Timothy J. W. Dawes Carlo Biffi Antonio de Marvao Georgia Doumou Declan P. O'Regan Daniel Rueckert Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach. 2151-2164 2019 38 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2019.2894322 https://www.wikidata.org/entity/Q91196399 db/journals/tmi/tmi38.html#DuanBSBDBMDOR19

Carlo Biffi Juan J. Cerrolaza Giacomo Tarroni Antonio de Marvao Stuart A. Cook Declan P. O'Regan Daniel Rueckert 3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational Autoencoders. 1643-1646 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759328 conf/isbi/2019 db/conf/isbi/isbi2019.html#BiffiCTMCOR19

Carlo Biffi Juan J. Cerrolaza Giacomo Tarroni Antonio de Marvao Stuart A. Cook Declan P. O'Regan Daniel Rueckert 3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders. 2019 abs/1902.11000 CoRR http://arxiv.org/abs/1902.11000 db/journals/corr/corr1902.html#abs-1902-11000

Carlo Biffi Juan J. Cerrolaza Giacomo Tarroni Wenjia Bai Ozan Oktay Loïc Le Folgoc Konstantinos Kamnitsas Antonio de Marvao Georgia Doumou Jinming Duan 0001 Sanjay K. Prasad Stuart A. Cook Declan P. O'Regan Daniel Rueckert Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling. 2019 abs/1907.00058 CoRR http://arxiv.org/abs/1907.00058 db/journals/corr/corr1907.html#abs-1907-00058

Shihao Jin Nicolò Savioli Antonio de Marvao Timothy J. W. Dawes Axel Gandy Daniel Rueckert Declan P. O'Regan Joint analysis of clinical risk factors and 4D cardiac motion for survival prediction using a hybrid deep learning network. 2019 abs/1910.02951 CoRR http://arxiv.org/abs/1910.02951 db/journals/corr/corr1910.html#abs-1910-02951

Carlo Biffi Antonio de Marvao Mark I Attard Timothy J. W. Dawes Nicola Whiffin Wenjia Bai Wenzhe Shi Catherine Francis Hannah Meyer Rachel J. Buchan Stuart A. Cook Daniel Rueckert Declan P. O'Regan Three-dimensional cardiovascular imaging-genetics: a mass univariate framework. 97-103 2018 34 Bioinform. 1 https://doi.org/10.1093/bioinformatics/btx552 https://www.wikidata.org/entity/Q47317140 db/journals/bioinformatics/bioinformatics34.html#BiffiMADWBSFMBC18

Ozan Oktay Enzo Ferrante Konstantinos Kamnitsas Mattias P. Heinrich Wenjia Bai Jose Caballero Stuart A. Cook Antonio de Marvao Timothy Dawes Declan P. O'Regan Bernhard Kainz Ben Glocker Daniel Rueckert Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation. 384-395 2018 37 IEEE Trans. Medical Imaging 2 https://doi.org/10.1109/TMI.2017.2743464 https://www.wikidata.org/entity/Q48646958 db/journals/tmi/tmi37.html#OktayFKHBCCMDOK18

Jinming Duan 0001 Jo Schlemper Wenjia Bai Timothy J. W. Dawes Ghalib Bello Carlo Biffi Georgia Doumou Antonio M. Simoes Monteiro de Marvao Declan P. O'Regan Daniel Rueckert Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images. 258-267 2018 ShapeMI@MICCAI https://doi.org/10.1007/978-3-030-04747-4_24 conf/miccai/2018shapemi db/conf/miccai/shapemi2018.html#DuanSBDBBDMOR18 Giacomo Tarroni Ozan Oktay Matthew Sinclair Wenjia Bai Andreas Schuh Hideaki Suzuki Antonio de Marvao Declan P. O'Regan Stuart A. Cook Daniel Rueckert A Comprehensive Approach for Learning-Based Fully-Automated Inter-slice Motion Correction for Short-Axis Cine Cardiac MR Image Stacks. 268-276 2018 MICCAI (1) https://doi.org/10.1007/978-3-030-00928-1_31 conf/miccai/2018-1 db/conf/miccai/miccai2018-1.html#TarroniOSBSSMOC18 Carlo Biffi Ozan Oktay Giacomo Tarroni Wenjia Bai Antonio M. Simoes Monteiro de Marvao Georgia Doumou Martin Rajchl Reem Bedair Sanjay K. Prasad Stuart A. Cook Declan P. O'Regan Daniel Rueckert Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling. 464-471 2018 MICCAI (2) https://doi.org/10.1007/978-3-030-00934-2_52 conf/miccai/2018-2 db/conf/miccai/miccai2018-2.html#BiffiOTBMDRBPCO18 Jinming Duan 0001 Jo Schlemper Wenjia Bai Timothy J. W. Dawes Ghalib Bello Georgia Doumou Antonio M. Simoes Monteiro de Marvao Declan P. O'Regan Daniel Rueckert Deep Nested Level Sets: Fully Automated Segmentation of Cardiac MR Images in Patients with Pulmonary Hypertension. 595-603 2018 MICCAI (4) https://doi.org/10.1007/978-3-030-00937-3_68 conf/miccai/2018-4 db/conf/miccai/miccai2018-4.html#DuanSBDBDMOR18

Carlo Biffi Ozan Oktay Giacomo Tarroni Wenjia Bai Antonio M. Simoes Monteiro de Marvao Georgia Doumou Martin Rajchl Reem Bedair Sanjay K. Prasad Stuart A. Cook Declan P. O'Regan Daniel Rueckert Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling. 2018 abs/1807.06843 CoRR http://arxiv.org/abs/1807.06843 db/journals/corr/corr1807.html#abs-1807-06843

Jinming Duan 0001 Jo Schlemper Wenjia Bai Timothy J. W. Dawes Ghalib Bello Georgia Doumou Antonio M. Simoes Monteiro de Marvao Declan P. O'Regan Daniel Rueckert Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension. 2018 abs/1807.10760 CoRR http://arxiv.org/abs/1807.10760 db/journals/corr/corr1807.html#abs-1807-10760

Jinming Duan 0001 Ghalib Bello Jo Schlemper Wenjia Bai Timothy J. W. Dawes Carlo Biffi Antonio de Marvao Georgia Doumou Declan P. O'Regan Daniel Rueckert Automatic 3D bi-ventricular segmentation of cardiac images by a shape-constrained multi-task deep learning approach. 2018 abs/1808.08578 CoRR http://arxiv.org/abs/1808.08578 db/journals/corr/corr1808.html#abs-1808-08578

Giacomo Tarroni Ozan Oktay Matthew Sinclair Wenjia Bai Andreas Schuh Hideaki Suzuki Antonio de Marvao Declan P. O'Regan Stuart A. Cook Daniel Rueckert A Comprehensive Approach for Learning-based Fully-Automated Inter-slice Motion Correction for Short-Axis Cine Cardiac MR Image Stacks. 2018 abs/1810.02201 CoRR http://arxiv.org/abs/1810.02201 db/journals/corr/corr1810.html#abs-1810-02201

Ghalib A. Bello Timothy J. W. Dawes Jinming Duan 0001 Carlo Biffi Antonio de Marvao Luke S. G. E. Howard J. Simon R. Gibbs Martin R. Wilkins Stuart A. Cook Daniel Rueckert Declan P. O'Regan Deep learning cardiac motion analysis for human survival prediction. 2018 abs/1810.03382 CoRR http://arxiv.org/abs/1810.03382 db/journals/corr/corr1810.html#abs-1810-03382

Ozan Oktay Wenjia Bai Ricardo Guerrero Martin Rajchl Antonio de Marvao Declan P. O'Regan Stuart A. Cook Mattias P. Heinrich Ben Glocker Daniel Rueckert Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images. 332-342 2017 36 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2016.2597270 https://www.wikidata.org/entity/Q39038497 db/journals/tmi/tmi36.html#OktayBGRMOCHGR17

Giacomo Tarroni Ozan Oktay Wenjia Bai Andreas Schuh Hideaki Suzuki Jonathan Passerat-Palmbach Ben Glocker Antonio de Marvao Declan P. O'Regan Stuart A. Cook Daniel Rueckert Learning-Based Heart Coverage Estimation for Short-Axis Cine Cardiac MR Images. 73-82 2017 FIMH https://doi.org/10.1007/978-3-319-59448-4_8 https://www.wikidata.org/entity/Q59844034 conf/fimh/2017 db/conf/fimh/fimh2017.html#TarroniOBSSPGMO17

Ozan Oktay Enzo Ferrante Konstantinos Kamnitsas Mattias P. Heinrich Wenjia Bai Jose Caballero Ricardo Guerrero Stuart A. Cook Antonio de Marvao Timothy Dawes Declan P. O'Regan Bernhard Kainz Ben Glocker Daniel Rueckert Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation. 2017 abs/1705.08302 CoRR http://arxiv.org/abs/1705.08302 db/journals/corr/corr1705.html#OktayFKHBCGCMDO17

Ozan Oktay Giacomo Tarroni Wenjia Bai Antonio de Marvao Declan P. O'Regan Stuart A. Cook Daniel Rueckert Respiratory Motion Correction for 2D Cine Cardiac MR Images using Probabilistic Edge Maps. 2016 CinC http://www.cinc.org/archives/2016/pdf/041-323.pdf https://ieeexplore.ieee.org/document/7868696/ conf/cinc/2016 db/conf/cinc/cinc2016.html#OktayTBMOCR16 Ozan Oktay Wenjia Bai Matthew C. H. Lee Ricardo Guerrero Konstantinos Kamnitsas Jose Caballero Antonio de Marvao Stuart A. Cook Declan P. O'Regan Daniel Rueckert Multi-input Cardiac Image Super-Resolution Using Convolutional Neural Networks. 246-254 2016 MICCAI (3) https://doi.org/10.1007/978-3-319-46726-9_29 conf/miccai/2016-3 db/conf/miccai/miccai2016-3.html#OktayBLGKCMCOR16

Wenjia Bai Wenzhe Shi Antonio M. Simoes Monteiro de Marvao Timothy J. W. Dawes Declan P. O'Regan Stuart A. Cook Daniel Rueckert A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion. 133-145 2015 26 Medical Image Anal. 1 https://doi.org/10.1016/j.media.2015.08.009 https://www.wikidata.org/entity/Q38962117 db/journals/mia/mia26.html#BaiSMDOCR15

Haiyan Wang 0018 Wenzhe Shi Wenjia Bai Antonio M. Simoes Monteiro de Marvao Timothy J. W. Dawes Declan P. O'Regan Philip J. Edwards Stuart A. Cook Daniel Rueckert Prediction of Clinical Information from Cardiac MRI Using Manifold Learning. 91-98 2015 FIMH https://doi.org/10.1007/978-3-319-20309-6_11 conf/fimh/2015 db/conf/fimh/fimh2015.html#WangSBMDOECR15 Wenzhe Shi Herve Lombaert Wenjia Bai Christian Ledig Xiahai Zhuang Antonio M. Simoes Monteiro de Marvao Timothy Dawes Declan P. O'Regan Daniel Rueckert Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation. 348-355 2014 MICCAI (1) https://doi.org/10.1007/978-3-319-10404-1_44 https://www.wikidata.org/entity/Q59844193 conf/miccai/2014-1 db/conf/miccai/miccai2014-1.html#ShiLBLZMDOR14 Zehan Wang Kanwal K. Bhatia Ben Glocker Antonio M. Simoes Monteiro de Marvao Tim Dawes Kazunari Misawa Kensaku Mori Daniel Rueckert Geodesic Patch-Based Segmentation. 666-673 2014 MICCAI (1) https://doi.org/10.1007/978-3-319-10404-1_83 https://www.wikidata.org/entity/Q60181628 conf/miccai/2014-1 db/conf/miccai/miccai2014-1.html#WangBGMDMMR14 Wenzhe Shi Jose Caballero Christian Ledig Xiahai Zhuang Wenjia Bai Kanwal K. Bhatia Antonio M. Simoes Monteiro de Marvao Tim Dawes Declan P. O'Regan Daniel Rueckert Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch. 9-16 2013 MICCAI (3) https://doi.org/10.1007/978-3-642-40760-4_2 https://www.wikidata.org/entity/Q59844203 conf/miccai/2013-3 db/conf/miccai/miccai2013-3.html#ShiCLZBBMDOR13 Mark I Attard Wenjia Bai Reem Bedair Ghalib BelloGhalib A. Bello Kanwal K. Bhatia Carlo Biffi Rachel J. Buchan Karina Bunting Jose Caballero Juan J. Cerrolaza Hyung Jin Chang Wei Chen 0092 Calvin W. L. Chin Stuart A. Cook Timothy DawesTimothy J. W. DawesTim Dawes Georgia Doumou Jinming Duan 0001 Philip J. Edwards Enzo Ferrante Loïc Le Folgoc Catherine Francis Axel Gandy J. Simon R. Gibbs Georgios V. Gkoutos Ben Glocker Ricardo Guerrero Mattias P. Heinrich Luke S. G. E. Howard Xi Jia Shihao Jin Bernhard Kainz Konstantinos Kamnitsas Dipak Kotecha Christian Ledig Matthew C. H. Lee Ales Leonardis Boyang Liu Tianrui Liu Tianrui Liu 0001 Hervé LombaertHerve Lombaert Weizeng Lu Paul M. Matthews Qingjie Meng Hannah Meyer Kazunari Misawa Kensaku Mori Ozan Oktay Declan P. O'Regan Jonathan Passerat-Palmbach Sanjay K. Prasad Mengyun Qiao Chen Qin Huaqi Qiu Martin Rajchl Daniel Rueckert Nicolò Savioli Jo Schlemper Andreas Schuh LinLin ShenLinlin Shen Wenzhe Shi Matthew Sinclair Victoria Stoll Iain B. Styles Hideaki Suzuki Giacomo Tarroni Alexander Thorley Haiyan Wang 0018 Shuo Wang 0011 Zehan Wang Nicola Whiffin Martin R. Wilkins Xiahai Zhuang