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Zach Eaton-Rosen
Zach Eaton-Rosen
Graphcore
Verifierad e-postadress på graphcore.ai
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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
8622018
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
4812018
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
822015
Improving data augmentation for medical image segmentation
Z Eaton-Rosen, F Bragman, S Ourselin, MJ Cardoso
662018
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
572018
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
512018
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
342018
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
232019
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
232016
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
212017
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
172018
Multi-modal measurement of the myelin-to-axon diameter g-ratio in preterm-born neonates and adult controls
A Melbourne, Z Eaton-Rosen, ED Vita, A Bainbridge, MJ Cardoso, D Price, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2014
172014
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
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
142018
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
132018
Using niftynet to ensemble convolutional neural nets for the brats challenge
Z Eaton-Rosen, W Li, G Wang, T Vercauteren, B Sotirios, S Ourselin, ...
Proceedings of the 6th MICCAI-BRATS Challenge, 61-66, 2017
92017
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
72014
As easy as 1, 2... 4? Uncertainty in counting tasks for medical imaging
Z Eaton-Rosen, T Varsavsky, S Ourselin, MJ Cardoso
International Conference on Medical Image Computing and Computer-Assisted …, 2019
62019
Anatomy-driven modelling of spatial correlation for regularisation of arterial spin labelling images
D Owen, A Melbourne, Z Eaton-Rosen, DL Thomas, N Marlow, J Rohrer, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
62017
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
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Artiklar 1–20