Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling. - 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 (MICCAI (2), 2018)

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)

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)

Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling. - Carlo Biffi; Juan J. Cerrolaza; Giacomo Tarroni; Wenjia Bai; Ozan Oktay; Loïc Le Folgoc; Konstantinos Kamnitsas; Antonio de Marvao; Georgia Doumou; Jinming Duan 001; Sanjay K. Prasad; Stuart A. Cook; et al. (CoRR, 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)

Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models. - 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 001; Sanjay K. Prasad; et al. (IEEE Trans. Medical Imaging, 2020)