Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch. - 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 (MICCAI (3), 2013)

Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation. - Wenzhe Shi; Herve Lombaert; Wenjia Bai; Christian Ledig; Xiahai Zhuang; Antonio M. Simoes Monteiro de Marvao; Timothy Dawes; Declan P. O'Regan; Daniel Rueckert (MICCAI (1), 2014)

Geodesic Patch-Based Segmentation. - Zehan Wang; Kanwal K. Bhatia; Ben Glocker; Antonio M. Simoes Monteiro de Marvao; Tim Dawes; Kazunari Misawa; Kensaku Mori; Daniel Rueckert (MICCAI (1), 2014)

Prediction of Clinical Information from Cardiac MRI Using Manifold Learning. - Haiyan Wang 018; 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 (FIMH, 2015)

A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion. - Wenjia Bai; Wenzhe Shi; Antonio M. Simoes Monteiro de Marvao; Timothy J. W. Dawes; Declan P. O'Regan; Stuart A. Cook; Daniel Rueckert (Medical Image Anal., 2015)

Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation. - 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; et al. (CoRR, 2017)

Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images. - Jinming Duan 001; 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 (ShapeMI@MICCAI, 2018)

Deep Nested Level Sets: Fully Automated Segmentation of Cardiac MR Images in Patients with Pulmonary Hypertension. - Jinming Duan 001; Jo Schlemper; Wenjia Bai; Timothy J. W. Dawes; Ghalib Bello; Georgia Doumou; Antonio M. Simoes Monteiro de Marvao; Declan P. O'Regan; Daniel Rueckert (MICCAI (4), 2018)

Three-dimensional cardiovascular imaging-genetics: a mass univariate framework. - 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; et al. (Bioinform., 2018)

Automatic 3D bi-ventricular segmentation of cardiac images by a shape-constrained multi-task deep learning approach. - Jinming Duan 001; Ghalib Bello; Jo Schlemper; Wenjia Bai; Timothy J. W. Dawes; Carlo Biffi; Antonio de Marvao; Georgia Doumou; Declan P. O'Regan; Daniel Rueckert (CoRR, 2018)

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation. - 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; et al. (IEEE Trans. Medical Imaging, 2018)

Joint analysis of clinical risk factors and 4D cardiac motion for survival prediction using a hybrid deep learning network. - Shihao Jin; Nicoló Savioli; Antonio de Marvao; Timothy J. W. Dawes; Axel Gandy; Daniel Rueckert; Declan P. O'Regan (CoRR, 2019)

Deep-learning cardiac motion analysis for human survival prediction. - Ghalib A. Bello; Timothy J. W. Dawes; Jinming Duan 001; 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 (Nat. Mach. Intell., 2019)

Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach. - Jinming Duan 001; Ghalib Bello; Jo Schlemper; Wenjia Bai; Timothy J. W. Dawes; Carlo Biffi; Antonio de Marvao; Georgia Doumou; Declan P. O'Regan; Daniel Rueckert (IEEE Trans. Medical Imaging, 2019)