Publications
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
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