Publications
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
Learning Cross-domain Generalizable Features by Representation Disentanglement
Qingjie Meng andDaniel Rueckert andBernhard Kainz , CoRR, volume abs/2003.00321, 2020
Joint Motion Estimation and Segmentation from Undersampled Cardiac{MR} Image
Chen Qin andWenjia Bai andJo Schlemper andSteffen E. Petersen andStefan K. Piechnik andStefan Neubauer andDaniel Rueckert , CoRR, volume abs/1908.07623, 2019
Medical Imaging with Deep Learning: {MIDL} 2019 - Extended AbstractTrack
M. Jorge Cardoso andAasa Feragen andBen Glocker andEnder Konukoglu andIpek Oguz andGozde B. Unal andTom Vercauteren , CoRR, volume abs/1907.08612, 2019
Assessing the Impact of Blood Pressure on Cardiac Function Using InterpretableBiomarkers and Variational Autoencoders
Esther Puyol-Ant'on andBram Ruijsink andJames R. Clough andIlkay "Oks"uz andDaniel Rueckert andReza Razavi andAndrew P. King , 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.22–30, 2019
Foreword to the special section on the Eurographics Workshop on VisualComputing for Biology and Medicine {(VCBM)} at Medical Image Computingand Computer Assisted Intervention {(MICCAI)} 2018
Thomas Schultz andAnna Puig andBernhard Kainz , Comput. Graph., volume 83, pp.5, 2019
3D High-Resolution Cardiac Segmentation Reconstruction from 2D Viewsusing Conditional Variational Autoencoders
Carlo Biffi andJuan J. Cerrolaza andGiacomo Tarroni andAntonio de Marvao andStuart A. Cook andDeclan P. O'Regan andDaniel Rueckert , CoRR, volume abs/1902.11000, 2019
Self-Supervised Learning for Cardiac {MR} Image Segmentation by AnatomicalPosition Prediction
Wenjia Bai andChen Chen andGiacomo Tarroni andJinming Duan andFlorian Guitton andSteffen E. Petersen andYike Guo andPaul M. Matthews andDaniel Rueckert , Medical Image Computing and Computer Assisted Intervention - MICCAI2019 - 22nd International Conference, Shenzhen, China, October 13-17,2019, Proceedings, Part II, volume 11765, pp.541–549, 2019