United Kingdom (GB)

A comprehensive approach for learning-based fully-automated inter-slice motion correction for short-axis cine cardiac MR image stacks (2018) Tarroni G, Oktay O, Sinclair M, Bai W, Schuh A, Suzuki H, De Marvao A, et al. Conference contribution Cardiac MR segmentation from undersampled k-space using deep latent representation learning (2018) Schlemper J, Oktay O, Bai W, Castro DC, Duan J, Qin C, Hajnal JV, Rueckert D Conference contribution Deep learning using K-space based data augmentation for automated cardiac MR motion artefact detection (2018) Oksuz I, Ruijsink B, Puyol-Anton E, Bustin A, Cruz G, Prieto C, Rueckert D, et al. Conference contribution Learning interpretable anatomical features through deep generative models: Application to cardiac remodeling (2018) Biffi C, Oktay O, Tarroni G, Bai W, De Marvao A, Doumou G, Rajchl M, et al. Conference contribution Graph saliency maps through spectral convolutional networks: Application to sex classification with brain connectivity (2018) Arslan S, Ktena SI, Glocker B, Rueckert D Conference contribution Evaluating combinations of diagnostic tests to discriminate different dementia types (2018) Bruun M, Rhodius-Meester HF, Koikkalainen J, Baroni M, Gjerum L, Lemstra AW, Barkhof F, et al. Journal article Small organ segmentation in whole-body mri using a two-stage fcn and weighting schemes (2018) Valindria VV, Lavdas I, Cerrolaza J, Aboagye EO, Rockall AG, Rueckert D, Glocker B Conference contribution LSTM spatial co-transformer networks for registration of 3D fetal US and MR brain images (2018) Wright R, Khanal B, Gomez A, Skelton E, Matthew J, Hajnal JV, Rueckert D, Schnabel JA Conference contribution Semi-supervised learning via compact latent space clustering (2018) Kamnitsas K, Castro DC, Le Folgoc L, Walker I, Tanno R, Rueckert D, Glocker B, et al. Conference contribution Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images (2018) Duan J, Schlemper J, Bai W, Dawes TJW, Bello G, Biffi C, Doumou G, et al. Conference contribution