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
Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-RefinedMulti- Task Deep Learning Approach
Jinming Duan andGhalib Bello andJo Schlemper andWenjia Bai andTimothy J. W. Dawes andCarlo Biffi andAntonio de Marvao andGeorgia Doumou andDeclan P. O'Regan andDaniel Rueckert , IEEE Trans. Med. Imaging, volume 38, pp.2151–2164, 2019
TeTrIS: Template Transformer Networks for Image Segmentation WithShape Priors
Matthew C. H. Lee andKersten Petersen andNick Pawlowski andBen Glocker andMichiel Schaap , IEEE Trans. Med. Imaging, volume 38, pp.2596–2606, 2019
Multiple Landmark Detection Using Multi-agent Reinforcement Learning
Athanasios Vlontzos andAmir Alansary andKonstantinos Kamnitsas andDaniel Rueckert andBernhard Kainz , Medical Image Computing and Computer Assisted Intervention - MICCAI2019 - 22nd International Conference, Shenzhen, China, October 13-17,2019, Proceedings, Part IV, volume 11767, pp.262–270, 2019
Model-Based and Data-Driven Strategies in Medical Image Computing
Daniel Rueckert andJulia A. Schnabel , CoRR, volume abs/1909.10391, 2019
Learning Shape Priors for Robust Cardiac {MR} Segmentation from Multi-viewImages
Chen Chen andCarlo Biffi andGiacomo Tarroni andSteffen E. Petersen andWenjia Bai andDaniel Rueckert , CoRR, volume abs/1907.09983, 2019
Graph Convolutional Gaussian Processes
Ian Walker andBen Glocker , CoRR, volume abs/1905.05739, 2019