Follow
Zach Eaton-Rosen
Zach Eaton-Rosen
DeepMind
Verified email at deepmind.com
Title
Cited by
Cited by
Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
17642018
NiftyNet: a deep-learning platform for medical imaging
E Gibson, W Li, C Sudre, L Fidon, DI Shakir, G Wang, Z Eaton-Rosen, ...
Computer methods and programs in biomedicine 158, 113-122, 2018
6652018
GraphCast: Learning skillful medium-range global weather forecasting
R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger, M Fortunato, ...
arXiv preprint arXiv:2212.12794, 2022
1632022
Improving data augmentation for medical image segmentation
Z Eaton-Rosen, F Bragman, S Ourselin, MJ Cardoso
1172018
Learning skillful medium-range global weather forecasting
R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger, M Fortunato, ...
Science 382 (6677), 1416-1421, 2023
1032023
Somatosensory function and pain in extremely preterm young adults from the UK EPICure cohort: sex-dependent differences and impact of neonatal surgery
SM Walker, A Melbourne, H O'Reilly, J Beckmann, Z Eaton-Rosen, ...
British journal of anaesthesia 121 (3), 623-635, 2018
962018
Longitudinal measurement of the developing grey matter in preterm subjects using multi-modal MRI
Z Eaton-Rosen, A Melbourne, E Orasanu, MJ Cardoso, M Modat, ...
NeuroImage 111, 580-589, 2015
962015
Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions
Z Eaton-Rosen, F Bragman, S Bisdas, S Ourselin, MJ Cardoso
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
922018
Uncertainty in multitask learning: joint representations for probabilistic MR-only radiotherapy planning
FJS Bragman, R Tanno, Z Eaton-Rosen, W Li, DJ Hawkes, S Ourselin, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
552018
Multi-domain adaptation in brain MRI through paired consistency and adversarial learning
M Orbes-Arteaga, T Varsavsky, CH Sudre, Z Eaton-Rosen, LJ Haddow, ...
Domain Adaptation and Representation Transfer and Medical Image Learning …, 2019
412019
Longitudinal development in the preterm thalamus and posterior white matter: MRI correlations between diffusion weighted imaging and T2 relaxometry
A Melbourne, Z Eaton‐Rosen, E Orasanu, D Price, A Bainbridge, ...
Human Brain Mapping 37 (7), 2479-2492, 2016
322016
Investigating the maturation of microstructure and radial orientation in the preterm human cortex with diffusion MRI
Z Eaton-Rosen, B Scherrer, A Melbourne, S Ourselin, JJ Neil, SK Warfield
Neuroimage 162, 65-72, 2017
292017
Differential rates of perinatal maturation of human primary and nonprimary auditory cortex
BB Monson, Z Eaton-Rosen, K Kapur, E Liebenthal, A Brownell, ...
ENeuro 5 (1), 2018
252018
PIMMS: permutation invariant multi-modal segmentation
T Varsavsky, Z Eaton-Rosen, CH Sudre, P Nachev, MJ Cardoso
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
242018
Deep convolutional filtering for spatio-temporal denoising and artifact removal in arterial spin labelling MRI
D Owen, A Melbourne, Z Eaton-Rosen, DL Thomas, N Marlow, J Rohrer, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
212018
Multi-modal measurement of the myelin-to-axon diameter g-ratio in preterm-born neonates and adult controls
A Melbourne, Z Eaton-Rosen, E De Vita, A Bainbridge, MJ Cardoso, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
202014
Improving neural network training in low dimensional random bases
F Gressmann, Z Eaton-Rosen, C Luschi
Advances in Neural Information Processing Systems 33, 12140-12150, 2020
172020
As easy as 1, 2... 4? uncertainty in counting tasks for medical imaging
Z Eaton-Rosen, T Varsavsky, S Ourselin, MJ Cardoso
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
172019
Measurement of Myelin in the Preterm Brain: Multi-compartment Diffusion Imaging and Multi-component T2 Relaxometry
A Melbourne, Z Eaton-Rosen, A Bainbridge, GS Kendall, MJ Cardoso, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013
172013
Proxy-normalizing activations to match batch normalization while removing batch dependence
A Labatie, D Masters, Z Eaton-Rosen, C Luschi
Advances in Neural Information Processing Systems 34, 16990-17006, 2021
162021
The system can't perform the operation now. Try again later.
Articles 1–20