Publications
Learning Cross-domain Generalizable Features by Representation Disentanglement
Qingjie Meng andDaniel Rueckert andBernhard Kainz , CoRR, volume abs/2003.00321, 2020
Limited One-time Sampling Irregularity Map {(LOTS-IM)} for AutomaticUnsupervised Assessment of White Matter Hyperintensities and MultipleSclerosis Lesions in Structural Brain Magnetic Resonance Images
Muhammad Febrian Rachmadi andMaria del C. Vald'es Hern'andez andHongwei Li andRicardo Guerrero andRozanna Meijboom andStewart Wiseman andAdam Waldman andJianguo Zhang andDaniel Rueckert andJoanna M. Wardlaw andTaku Komura , Comput. Medical Imaging Graph., volume 79, pp.101685, 2020
Unpaired Multi-modal Segmentation via Knowledge Distillation
Qi Dou andQuande Liu andPheng-Ann Heng andBen Glocker , CoRR, volume abs/2001.03111, 2020
Model-Based and Data-Driven Strategies in Medical Image Computing
Daniel Rueckert andJulia A. Schnabel , Proceedings of the IEEE, volume 108, pp.110–124, 2020
Attention gated networks: Learning to leverage salient regions inmedical images
Jo Schlemper andOzan Oktay andMichiel Schaap andMattias P. Heinrich andBernhard Kainz andBen Glocker andDaniel Rueckert , Medical Image Anal., volume 53, pp.197–207, 2019
Automatic Detection of Bowel Disease with Residual Networks
Robert Holland andUday Patel andPhillip Lung andElisa Chotzoglou andBernhard Kainz , Predictive Intelligence in Medicine - Second International Workshop,PRIME 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China,October 13, 2019, Proceedings, volume 11843, pp.151–159, 2019
k-t {NEXT:} Dynamic {MR} Image Reconstruction Exploiting Spatio-temporalCorrelations
Chen Qin andJo Schlemper andJinming Duan andGavin Seegoolam andAnthony Price andJoseph V. Hajnal andDaniel Rueckert , CoRR, volume abs/1907.09425, 2019
Improving the generalizability of convolutional neural network-basedsegmentation on {CMR} images
Chen Chen andWenjia Bai andRhodri H. Davies andAnish N. Bhuva andCharlotte Manisty andJames C. Moon andNay Aung andAaron M. Lee andMihir M. Sanghvi andKenneth Fung andJos'e Miguel Paiva andSteffen E. Petersen andElena Lukaschuk andStefan K. Piechnik andStefan Neubauer andDaniel Rueckert , CoRR, volume abs/1907.01268, 2019
Chen Chen andWenjia Bai andRhodri H. Davies andAnish N. Bhuva andCharlotte Manisty andJames C. Moon andNay Aung andAaron M. Lee andMihir M. Sanghvi andKenneth Fung andJos'e Miguel Paiva andSteffen E. Petersen andElena Lukaschuk andStefan K. Piechnik andStefan Neubauer andDaniel Rueckert
International Conference on Medical Imaging with Deep Learning, {MIDL}2019, 8-10 July 2019, London, United Kingdom
@author@ , volume 102, 2019
One Shot Radiance: Global Illumination Using Convolutional Autoencoders
Giulio Jiang andBernhard Kainz , CoRR, volume abs/1910.02480, 2019