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
Deep learning for cardiac image segmentation: {A} review
Chen Chen andChen Qin andHuaqi Qiu andGiacomo Tarroni andJinming Duan andWenjia Bai andDaniel Rueckert , CoRR, volume abs/1911.03723, 2019
Is Texture Predictive for Age and Sex in Brain MRI?
Nick Pawlowski andBen Glocker , CoRR, volume abs/1907.10961, 2019
Intelligent Image Synthesis to Attack a Segmentation {CNN} Using AdversarialLearning
Liang Chen andPaul Bentley andKensaku Mori andKazunari Misawa andMichitaka Fujiwara andDaniel Rueckert , Simulation and Synthesis in Medical Imaging - 4th International Workshop,SASHIMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen,China, October 13, 2019, Proceedings, volume 11827, pp.90–99, 2019
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network atUnpaired Cross-Modality Cardiac Segmentation
Qi Dou andCheng Ouyang andCheng Chen andHao Chen andBen Glocker andXiahai Zhuang andPheng-Ann Heng , IEEE Access, volume 7, pp.99065–99076, 2019
Representation Disentanglement for Multi-task Learning with Applicationto Fetal Ultrasound
Qingjie Meng andNick Pawlowski andDaniel Rueckert andBernhard Kainz , Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric ImageAnalysis - First International Workshop, SUSI 2019, and 4th InternationalWorkshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen,China, October 13 and 17, 2019, Proceedings, volume 11798, pp.47–55, 2019
Meta-Weighted Gaussian Process Experts for Personalized Forecastingof {AD} Cognitive Changes
Ognjen Rudovic andYuria Utsumi andRicardo Guerrero andKelly Peterson andDaniel Rueckert andRosalind W. Picard , CoRR, volume abs/1904.09370, 2019