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
High-quality segmentation of low quality cardiac {MR} images usingk-space artefact correction
Ilkay "Oks"uz andJames R. Clough andWenjia Bai andBram Ruijsink andEsther Puyol-Ant'on andGastao Cruz andClaudia Prieto andAndrew P. King andJulia A. Schnabel , International Conference on Medical Imaging with Deep Learning, MIDL2019, 8-10 July 2019, London, United Kingdom, volume 102, pp.380–389, 2019
Improving RetinaNet for {CT} Lesion Detection with Dense Masks fromWeak {RECIST} Labels
Martin Zlocha andQi Dou andBen Glocker , Medical Image Computing and Computer Assisted Intervention - MICCAI2019 - 22nd International Conference, Shenzhen, China, October 13-17,2019, Proceedings, Part VI, volume 11769, pp.402–410, 2019
Flexible Conditional Image Generation of Missing Data with LearnedMental Maps
Benjamin Hou andAthanasios Vlontzos andAmir Alansary andDaniel Rueckert andBernhard Kainz , CoRR, volume abs/1908.11312, 2019
Age-related craniofacial differences based on spatio-temporal faceimage atlases
Igor R. R. Xavier andGilson A. Giraldi andStuart James Gibson andGilka J. F. Gattas andDaniel Rueckert andCarlos E. Thomaz , IET Image Processing, volume 13, pp.1561–1568, 2019
Automatic Brain Tumour Segmentation and Biophysics-Guided SurvivalPrediction
Shuo Wang andChengliang Dai andYuanhan Mo andElsa D. Angelini andYike Guo andWenjia Bai , CoRR, volume abs/1911.08483, 2019
Overfitting of neural nets under class imbalance: Analysis and improvementsfor segmentation
Zeju Li andKonstantinos Kamnitsas andBen Glocker , CoRR, volume abs/1907.10982, 2019