Publications
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
Deep Learning for Cardiac Motion Estimation: Supervised vs. UnsupervisedTraining
Huaqi Qiu andChen Qin andLo"ic Le Folgoc andBenjamin Hou andJo Schlemper 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.186–194, 2019
Special Issue on Machine Vision
Tae-Kyun Kim andStefanos Zafeiriou andBen Glocker andStefan Leutenegger , Int. J. Comput. Vis., volume 127, pp.1611–1613, 2019
Exploring the Relationship Between Segmentation Uncertainty, SegmentationPerformance and Inter-observer Variability with Probabilistic Networks
Elisa Chotzoglou andBernhard Kainz , Large-Scale Annotation of Biomedical Data and Expert Label Synthesisand Hardware Aware Learning for Medical Imaging and Computer AssistedIntervention - International Workshops, LABELS 2019, HAL-MICCAI2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen,China, October 13 and 17, 2019, Proceedings, volume 11851, pp.51–60, 2019
Detection and Correction of Cardiac {MR} Motion Artefacts during Reconstructionfrom K-space
Ilkay "Oks"uz andJames R. Clough andBram Ruijsink andEsther Puyol-Ant'on andAur'elien Bustin andGastao Cruz andClaudia Prieto andDaniel Rueckert andAndrew P. King andJulia A. Schnabel , CoRR, volume abs/1906.05695, 2019
Automated Quality Control in Image Segmentation: Application to the{UK} Biobank Cardiac {MR} Imaging Study
Robert Robinson andVanya V. Valindria andWenjia Bai andOzan Oktay andBernhard Kainz andHideaki Suzuki andMihir M. Sanghvi andNay Aung andJos'e Miguel Paiva andFilip Zemrak andKenneth Fung andElena Lukaschuk andAaron M. Lee andValentina Carapella andYoung Jin Kim andStefan K. Piechnik andStefan Neubauer andSteffen E. Petersen andChris Page andPaul M. Matthews andDaniel Rueckert andBen Glocker , CoRR, volume abs/1901.09351, 2019
Robert Robinson andVanya V. Valindria andWenjia Bai andOzan Oktay andBernhard Kainz andHideaki Suzuki andMihir M. Sanghvi andNay Aung andJos'e Miguel Paiva andFilip Zemrak andKenneth Fung andElena Lukaschuk andAaron M. Lee andValentina Carapella andYoung Jin Kim andStefan K. Piechnik andStefan Neubauer andSteffen E. Petersen andChris Page andPaul M. Matthews andDaniel Rueckert andBen Glocker
Domain Generalization via Model-Agnostic Learning of Semantic Features
Qi Dou andDaniel Coelho de Castro andKonstantinos Kamnitsas andBen Glocker , Advances in Neural Information Processing Systems 32: Annual Conferenceon Neural Information Processing Systems 2019, NeurIPS 2019, 8-14December 2019, Vancouver, BC, Canada, pp.6447–6458, 2019
Semi-supervised Learning of Fetal Anatomy from Ultrasound
Jeremy Tan andAnselm Au andQingjie Meng andBernhard Kainz , CoRR, volume abs/1908.11624, 2019