Publications
Evaluating reinforcement learning agents for anatomical landmark detection
Amir Alansary andOzan Oktay andYuanwei Li andLo"ic Le Folgoc andBenjamin Hou andGhislain Vaillant andKonstantinos Kamnitsas andAthanasios Vlontzos andBen Glocker andBernhard Kainz andDaniel Rueckert , Medical Image Anal., volume 53, pp.156–164, 2019
Flexible Conditional Image Generation of Missing Data with LearnedMental Maps
Benjamin Hou andAthanasios Vlontzos andAmir Alansary andDaniel Rueckert andBernhard Kainz , Machine Learning for Medical Image Reconstruction - Second InternationalWorkshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen,China, October 17, 2019, Proceedings, volume 11905, pp.139–150, 2019
Data Efficient Unsupervised Domain Adaptation for Cross-Modality ImageSegmentation
Cheng Ouyang andKonstantinos Kamnitsas andCarlo Biffi andJinming Duan andDaniel Rueckert , CoRR, volume abs/1907.02766, 2019
Explainable Shape Analysis through Deep Hierarchical Generative Models:Application to Cardiac Remodeling
Carlo Biffi andJuan J. Cerrolaza andGiacomo Tarroni andWenjia Bai andOzan Oktay andLo"ic Le Folgoc andKonstantinos Kamnitsas andAntonio de Marvao andGeorgia Doumou andJinming Duan andSanjay K. Prasad andStuart A. Cook andDeclan P. O'Regan andDaniel Rueckert , CoRR, volume abs/1907.00058, 2019
Interpretability of Machine Intelligence in Medical Image Computingand Multimodal Learning for Clinical Decision Support - Second InternationalWorkshop, iMIMIC 2019, and 9th International Workshop, {ML-CDS} 2019,Held in Conjunction with {MICCAI} 2019, Shenzhen, China, October 17,2019, Proceedings
@author@ , volume 11797, 2019
Automatic Detection of Bowel Disease with Residual Networks
Robert Holland andUday Patel andPhillip Lung andElisa Chotzoglou andBernhard Kainz , CoRR, volume abs/1909.00276, 2019
Computational anatomy for multi-organ analysis in medical imaging:{A} review
Juan J. Cerrolaza andMirella L'opez Picazo andLudovic Humbert andYoshinobu Sato andDaniel Rueckert andMiguel 'Angel Gonz'alez Ballester andMarius George Linguraru , Medical Image Anal., volume 56, pp.44–67, 2019
Machine Learning with Multi-Site Imaging Data: An Empirical Studyon the Impact of Scanner Effects
Ben Glocker andRobert Robinson andDaniel C. Castro andQi Dou andEnder Konukoglu , CoRR, volume abs/1910.04597, 2019
Data Efficient Unsupervised Domain Adaptation For Cross-modality ImageSegmentation
Cheng Ouyang andKonstantinos Kamnitsas andCarlo Biffi andJinming Duan andDaniel Rueckert , Medical Image Computing and Computer Assisted Intervention - MICCAI2019 - 22nd International Conference, Shenzhen, China, October 13-17,2019, Proceedings, Part II, volume 11765, pp.669–677, 2019
Attention gated networks: Learning to leverage salient regions inmedical images
Jo Schlemper andOzan Oktay andMichiel Schaap andMattias P. Heinrich andBernhard Kainz andBen Glocker andDaniel Rueckert , Medical Image Anal., volume 53, pp.197–207, 2019