Fully automatic acute ischemic lesion segmentation in DWI using convolutional neural networks

by Liang Chen, Paul Bentley, Daniel Rueckert
Published 2017-01-01

Medical imaging deep learning with differential privacy

by Alexander Ziller, Dmitrii Usynin, Rickmer Braren, Marcus Makowski, Daniel Rueckert, Georgios Kaissis
Published 2021-06-01

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

by Tim Leiner, Daniel Rueckert, Avan Suinesiaputra, Bettina Baeßler, Reza Nezafat, Ivana Išgum, Alistair A. Young
Published 2019-10-01

Correction: Brain Extraction Using Label Propagation and Group Agreement: Pincram.

by Rolf A Heckemann, Christian Ledig, Katherine R Gray, Paul Aljabar, Daniel Rueckert, Joseph V Hajnal, Alexander Hammers
Published 2015-01-01

Testing the sensitivity of Tract-Based Spatial Statistics to simulated treatment effects in preterm neonates.

by Gareth Ball, James P Boardman, Tomoki Arichi, Nazakat Merchant, Daniel Rueckert, A David Edwards, Serena J Counsell
Published 2013-01-01

Brain Extraction Using Label Propagation and Group Agreement: Pincram.

by Rolf A Heckemann, Christian Ledig, Katherine R Gray, Paul Aljabar, Daniel Rueckert, Joseph V Hajnal, Alexander Hammers
Published 2015-01-01

Classification and lateralization of temporal lobe epilepsies with and without hippocampal atrophy based on whole-brain automatic MRI segmentation.

by Shiva Keihaninejad, Rolf A Heckemann, Ioannis S Gousias, Joseph V Hajnal, John S Duncan, Paul Aljabar, Daniel Rueckert, Alexander Hammers
Published 2012-01-01

Learning Biomarker Models for Progression Estimation of Alzheimer's Disease.

by Alexander Schmidt-Richberg, Christian Ledig, Ricardo Guerrero, Helena Molina-Abril, Alejandro Frangi, Daniel Rueckert, Alzheimer’s Disease Neuroimaging Initiative
Published 2016-01-01

Deep Learning for Cardiac Image Segmentation: A Review

by Chen Chen, Chen Qin, Huaqi Qiu, Giacomo Tarroni, Giacomo Tarroni, Jinming Duan, Wenjia Bai, Wenjia Bai, Daniel Rueckert
Published 2020-03-01

Development of the Corticospinal and Callosal Tracts from Extremely Premature Birth up to 2 Years of Age.

by Rodrigo M Braga, Elise Roze, Gareth Ball, Nazakat Merchant, Nora Tusor, Tomoki Arichi, David Edwards, Daniel Rueckert, Serena J Counsell
Published 2015-01-01

Brain lesion segmentation through image synthesis and outlier detection

by Christopher Bowles, Chen Qin, Ricardo Guerrero, Roger Gunn, Alexander Hammers, David Alexander Dickie, Maria Valdés Hernández, Joanna Wardlaw, Daniel Rueckert
Published 2017-01-01

Regional Differences in End-Diastolic Volumes between 3D Echo and CMR in HLHS Patients

by Alberto Gomez, Ozan Oktay, Daniel Rueckert, Graeme Patrick Penney, Julia Anne Schnabel, John M Simpson, John M Simpson, Kuberan Pushparajah
Published 2016-12-01

Multi-method analysis of MRI images in early diagnostics of Alzheimer's disease.

by Robin Wolz, Valtteri Julkunen, Juha Koikkalainen, Eini Niskanen, Dong Ping Zhang, Daniel Rueckert, Hilkka Soininen, Jyrki Lötjönen, Alzheimer's Disease Neuroimaging Initiative
Published 2011-01-01

Prediction of stroke thrombolysis outcome using CT brain machine learning

by Paul Bentley, Jeban Ganesalingam, Anoma Lalani Carlton Jones, Kate Mahady, Sarah Epton, Paul Rinne, Pankaj Sharma, Omid Halse, Amrish Mehta, Daniel Rueckert
Published 2014-01-01

Magnetic resonance imaging of the newborn brain: automatic segmentation of brain images into 50 anatomical regions.

by Ioannis S Gousias, Alexander Hammers, Serena J Counsell, Latha Srinivasan, Mary A Rutherford, Rolf A Heckemann, Jo V Hajnal, Daniel Rueckert, A David Edwards
Published 2013-01-01

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

Scar shape analysis and simulated electrical instabilities in a non-ischemic dilated cardiomyopathy patient cohort.

by Gabriel Balaban, Brian P Halliday, Wenjia Bai, Bradley Porter, Carlotta Malvuccio, Pablo Lamata, Christopher A Rinaldi, Gernot Plank, Daniel Rueckert, Sanjay K Prasad, Martin J Bishop
Published 2019-10-01

Structural MRI in frontotemporal dementia: comparisons between hippocampal volumetry, tensor-based morphometry and voxel-based morphometry.

by Miguel Ángel Muñoz-Ruiz, Päivi Hartikainen, Juha Koikkalainen, Robin Wolz, Valtteri Julkunen, Eini Niskanen, Sanna-Kaisa Herukka, Miia Kivipelto, Ritva Vanninen, Daniel Rueckert, Yawu Liu, Jyrki Lötjönen, Hilkka Soininen
Published 2012-01-01

A Method to Standardize Quantification of Left Atrial Scar From Delayed-Enhancement MR Images

by Rashed Karim, Aruna Arujuna, Richard James Housden, Jaspal Gill, Hannah Cliffe, Kavir Matharu, Jaswinder Gill, Christopher Aldo Rindaldi, Mark O'Neill, Daniel Rueckert, Reza Razavi, Tobias Schaeffter, Kawal Rhode
Published 2014-01-01

Fibrosis Microstructure Modulates Reentry in Non-ischemic Dilated Cardiomyopathy: Insights From Imaged Guided 2D Computational Modeling

by Gabriel Balaban, Brian P. Halliday, Caroline Mendonca Costa, Wenjia Bai, Bradley Porter, Bradley Porter, Christopher A. Rinaldi, Gernot Plank, Daniel Rueckert, Sanjay K. Prasad, Sanjay K. Prasad, Martin J. Bishop
Published 2018-12-01