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
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
Controlling Meshes via Curvature: Spin Transformations for Pose-InvariantShape Processing
Lo"ic Le Folgoc andDaniel C. Castro andJeremy Tan andBishesh Khanal andKonstantinos Kamnitsas andIan Walker andAmir Alansary andBen Glocker , Information Processing in Medical Imaging - 26th International Conference,IPMI 2019, Hong Kong, China, June 2-7, 2019, Proceedings, volume 11492, pp.221–234, 2019
Confident Head Circumference Measurement from Ultrasound with Real-TimeFeedback for Sonographers
Samuel Budd andMatthew Sinclair andBishesh Khanal andJacqueline Matthew andDavid Lloyd andAlberto G'omez andNicolas Toussaint andEmma C. Robinson 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.683–691, 2019
Intelligent image synthesis to attack a segmentation {CNN} using adversariallearning
Liang Chen andPaul Bentley andKensaku Mori andKazunari Misawa andMichitaka Fujiwara andDaniel Rueckert , CoRR, volume abs/1909.11167, 2019
Unsupervised Multi-modal Style Transfer for Cardiac {MR} Segmentation
Chen Chen andCheng Ouyang andGiacomo Tarroni andJo Schlemper andHuaqi Qiu andWenjia Bai andDaniel Rueckert , CoRR, volume abs/1908.07344, 2019
Improving RetinaNet for {CT} Lesion Detection with Dense Masks fromWeak {RECIST} Labels
Martin Zlocha andQi Dou andBen Glocker , CoRR, volume abs/1906.02283, 2019