Publications
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
Controlling Meshes via Curvature: Spin Transformations for Pose-InvariantShape Processing
Lo"ic Le Folgoc andDaniel C. Castro andJeremy Tan andBishesh Khanal andKonstantinos Kamnitsas andIan Walker andAmir Alansary andBen Glocker , CoRR, volume abs/1903.02429, 2019
A Survey on Active Learning and Human-in-the-Loop Deep Learning forMedical Image Analysis
Samuel Budd andEmma C. Robinson andBernhard Kainz , CoRR, volume abs/1910.02923, 2019
Automated processing pipeline for neonatal diffusion {MRI} in thedeveloping Human Connectome Project
Matteo Bastiani andJesper L. R. Andersson andLucilio Cordero-Grande andMaria Murgasova andJana Hutter andAnthony N. Price andAntonios Makropoulos andSean P. Fitzgibbon andEmer J. Hughes andDaniel Rueckert andSuresh Victor andMary A. Rutherford andA. David Edwards andStephen M. Smith andJacques-Donald Tournier andJoseph V. Hajnal andSa^ad Jbabdi andStamatios N. Sotiropoulos , NeuroImage, volume 185, pp.750–763, 2019
Matteo Bastiani andJesper L. R. Andersson andLucilio Cordero-Grande andMaria Murgasova andJana Hutter andAnthony N. Price andAntonios Makropoulos andSean P. Fitzgibbon andEmer J. Hughes andDaniel Rueckert andSuresh Victor andMary A. Rutherford andA. David Edwards andStephen M. Smith andJacques-Donald Tournier andJoseph V. Hajnal andSa^ad Jbabdi andStamatios N. Sotiropoulos
Domain Generalization via Model-Agnostic Learning of Semantic Features
Qi Dou andDaniel Coelho de Castro andKonstantinos Kamnitsas andBen Glocker , CoRR, volume abs/1910.13580, 2019
Exploiting Motion for Deep Learning Reconstruction of Extremely-UndersampledDynamic {MRI}
Gavin Seegoolam andJo Schlemper andChen Qin andAnthony Price andJoseph V. Hajnal andDaniel Rueckert , Medical Image Computing and Computer Assisted Intervention - MICCAI2019 - 22nd International Conference, Shenzhen, China, October 13-17,2019, Proceedings, Part IV, volume 11767, pp.704–712, 2019