Zach Eaton-Rosen
Zach Eaton-Rosen
Graphcore
Verified email at graphcore.ai
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
3422018
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
2992018
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
612015
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
322018
Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions
Z Eaton-Rosen, F Bragman, S Bisdas, S Ourselin, MJ Cardoso
International Conference on Medical Image Computing and Computer-Assisted …, 2018
292018
Improving data augmentation for medical image segmentation
Z Eaton-Rosen, F Bragman, S Ourselin, MJ Cardoso
292018
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, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
212018
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
162016
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, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2013
152013
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, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2014
142014
International Conference on Medical Image Computing and Computer-Assisted Intervention.
D Owen, A Melbourne, Z Eaton-Rosen, DL Thomas, N Marlow, J Rohrer
132018
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
132017
Differential rates of perinatal maturation of human primary and nonprimary auditory cortex
BB Monson, Z Eaton-Rosen, K Kapur, E Liebenthal, A Brownell, ...
Eneuro, 2018
92018
Using NiftyNet to ensemble convolutional neural nets for the BRATS challenge
Z Eaton-Rosen, W Li, G Wang, T Vercauteren, S Bisdas, S Ourselin, ...
Proceedings of the 6th MICCAI-BRATS Challenge, 61-66, 2017
92017
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
82019
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
82018
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, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
62018
Beyond the resolution limit: diffusion parameter estimation in partial volume
Z Eaton-Rosen, A Melbourne, MJ Cardoso, N Marlow, S Ourselin
International Conference on Medical Image Computing and Computer-Assisted …, 2016
62016
Tensor spectral matching of diffusion weighted images
E Orasanu, A Melbourne, M Lorenzi, M Modat, H Lombaert, ...
SAMI Conference Proceedings, MIDAS Journal, 35-44, 2015
52015
Longitudinal measurement of the developing thalamus in the preterm brain using multi-modal MRI
Z Eaton-Rosen, A Melbourne, E Orasanu, M Modat, MJ Cardoso, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2014
52014
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