Publications
International Conference on Medical Imaging with Deep Learning, {MIDL}2019, 8-10 July 2019, London, United Kingdom
@author@ , volume 102, 2019
One Shot Radiance: Global Illumination Using Convolutional Autoencoders
Giulio Jiang andBernhard Kainz , CoRR, volume abs/1910.02480, 2019
Self-supervised learning for medical image analysis using image contextrestoration
Liang Chen andPaul Bentley andKensaku Mori andKazunari Misawa andMichitaka Fujiwara andDaniel Rueckert , Medical Image Anal., volume 58, 2019
Vertebrae Detection and Localization in {CT} with Two-Stage CNNs andDense Annotations
James McCouat andBen Glocker , CoRR, volume abs/1910.05911, 2019
Detection and Correction of Cardiac {MRI} Motion Artefacts DuringReconstruction from 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 , Medical Image Computing and Computer Assisted Intervention - MICCAI2019 - 22nd International Conference, Shenzhen, China, October 13-17,2019, Proceedings, Part IV, volume 11767, pp.695–703, 2019
Learning-Based Quality Control for Cardiac {MR} Images
Giacomo Tarroni andOzan Oktay andWenjia Bai andAndreas Schuh andHideaki Suzuki andJonathan Passerat-Palmbach andAntonio de Marvao andDeclan P. O'Regan andStuart A. Cook andBen Glocker andPaul M. Matthews andDaniel Rueckert , IEEE Trans. Med. Imaging, volume 38, pp.1127–1138, 2019
Quantitative error prediction of medical image registration usingregression forests
Hessam Sokooti andGorkem Saygili andBen Glocker andBoudewijn P. F. Lelieveldt andMarius Staring , Medical Image Anal., volume 56, pp.110–121, 2019
Semi-supervised Learning of Fetal Anatomy from Ultrasound
Jeremy Tan andAnselm Au andQingjie Meng andBernhard Kainz , Domain Adaptation and Representation Transfer and Medical Image Learningwith Less Labels and Imperfect Data - First MICCAI Workshop, DART2019, and First International Workshop, MIL3ID 2019, Shenzhen, Heldin Conjunction with MICCAI 2019, Shenzhen, China, October 13 and17, 2019, Proceedings, volume 11795, pp.157–164, 2019
Assessing the Impact of Blood Pressure on Cardiac Function Using InterpretableBiomarkers and Variational Autoencoders
Esther Puyol-Ant'on andBram Ruijsink andJames R. Clough andIlkay "Oks"uz andDaniel Rueckert andReza Razavi andAndrew P. King , CoRR, volume abs/1908.04538, 2019
Self-Supervised Learning for Cardiac {MR} Image Segmentation by AnatomicalPosition Prediction
Wenjia Bai andChen Chen andGiacomo Tarroni andJinming Duan andFlorian Guitton andSteffen E. Petersen andYike Guo andPaul M. Matthews andDaniel Rueckert , CoRR, volume abs/1907.02757, 2019