Causality matters in medical imaging

by Daniel C. Castro, Ian Walker, Ben Glocker
Published 2020-07-01

PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network at Unpaired Cross-Modality Cardiac Segmentation

by Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Ben Glocker, Xiahai Zhuang, Pheng-Ann Heng
Published 2019-01-01

Abnormal brain white matter microstructure is associated with both pre-hypertension and hypertension.

by Hideaki Suzuki, He Gao, Wenjia Bai, Evangelos Evangelou, Ben Glocker, Declan P O'Regan, Paul Elliott, Paul M Matthews
Published 2017-01-01

Multi-channel MRI segmentation of eye structures and tumors using patient-specific features.

by Carlos Ciller, Sandro De Zanet, Konstantinos Kamnitsas, Philippe Maeder, Ben Glocker, Francis L Munier, Daniel Rueckert, Jean-Philippe Thiran, Meritxell Bach Cuadra, Raphael Sznitman
Published 2017-01-01

Regional brain morphometry in patients with traumatic brain injury based on acute- and chronic-phase magnetic resonance imaging.

by Christian Ledig, Konstantinos Kamnitsas, Juha Koikkalainen, Jussi P Posti, Riikka S K Takala, Ari Katila, Janek Frantzén, Henna Ala-Seppälä, Anna Kyllönen, Henna-Riikka Maanpää, Jussi Tallus, Jyrki Lötjönen, Ben Glocker, Olli Tenovuo, Daniel Rueckert
Published 2017-01-01

Volume Change in Frontal Cholinergic Structures After Traumatic Brain Injury and Cognitive Outcome

by Anna Östberg, Anna Östberg, Anna Östberg, Christian Ledig, Ari Katila, Henna-Riikka Maanpää, Henna-Riikka Maanpää, Jussi P. Posti, Jussi P. Posti, Jussi P. Posti, Riikka Takala, Jussi Tallus, Ben Glocker, Daniel Rueckert, Olli Tenovuo, Olli Tenovuo
Published 2020-08-01

Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

by Qi Dou, Tiffany Y. So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios Kaissis, Zeju Li, Weixin Si, Heather H. C. Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus Makowski, Bernhard Kainz, Daniel Rueckert, Ben Glocker, Simon C. H. Yu, Pheng Ann Heng
Published 2021-03-01

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

by Wenjia Bai, Matthew Sinclair, Giacomo Tarroni, Ozan Oktay, Martin Rajchl, Ghislain Vaillant, Aaron M. Lee, Nay Aung, Elena Lukaschuk, Mihir M. Sanghvi, Filip Zemrak, Kenneth Fung, Jose Miguel Paiva, Valentina Carapella, Young Jin Kim, Hideaki Suzuki, Bernhard Kainz, Paul M. Matthews, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Ben Glocker, Daniel Rueckert
Published 2018-09-01

Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study

by Robert Robinson, Vanya V. Valindria, Wenjia Bai, Ozan Oktay, Bernhard Kainz, Hideaki Suzuki, Mihir M. Sanghvi, Nay Aung, José Miguel Paiva, Filip Zemrak, Kenneth Fung, Elena Lukaschuk, Aaron M. Lee, Valentina Carapella, Young Jin Kim, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Chris Page, Paul M. Matthews, Daniel Rueckert, Ben Glocker
Published 2019-03-01