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
VS-Net: Variable splitting network for accelerated parallel {MRI}reconstruction
Jinming Duan andJo Schlemper andChen Qin andCheng Ouyang andWenjia Bai andCarlo Biffi andGhalib Bello andBen Statton andDeclan P. O'Regan andDaniel Rueckert , CoRR, volume abs/1907.10033, 2019
Quantitative Error Prediction of Medical Image Registration usingRegression Forests
Hessam Sokooti andGorkem Saygili andBen Glocker andBoudewijn P. F. Lelieveldt andMarius Staring , CoRR, volume abs/1905.07624, 2019
Unsupervised Deformable Registration for Multi-modal Images via DisentangledRepresentations
Chen Qin andBibo Shi andRui Liao andTommaso Mansi andDaniel Rueckert andAli Kamen , Information Processing in Medical Imaging - 26th International Conference,IPMI 2019, Hong Kong, China, June 2-7, 2019, Proceedings, volume 11492, pp.249–261, 2019
Causality matters in medical imaging
Daniel C. Castro andIan Walker andBen Glocker , CoRR, volume abs/1912.08142, 2019
Machine Learning for Medical Image Reconstruction - Second InternationalWorkshop, {MLMIR} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen,China, October 17, 2019, Proceedings
@author@ , volume 11905, 2019
Unsupervised Multi-modal Style Transfer for Cardiac {MR} Segmentation
Chen Chen andCheng Ouyang andGiacomo Tarroni andJo Schlemper andHuaqi Qiu andWenjia Bai andDaniel Rueckert , Statistical Atlases and Computational Models of the Heart. Multi-SequenceCMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges- 10th International Workshop, STACOM 2019, Held in Conjunctionwith MICCAI 2019, Shenzhen, China, October 13, 2019, Revised SelectedPapers, volume 12009, pp.209–219, 2019