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John Ashburner
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Publications
- 2023
- [j67]Guilherme Pombo, Robert J. Gray, M. Jorge Cardoso, Sébastien Ourselin, Geraint Rees, John Ashburner, Parashkev Nachev:
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models. Medical Image Anal. 84: 102723 (2023) - 2022
- [c24]Mikael Brudfors, Yaël Balbastre, John Ashburner, Geraint Rees, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso:
Fitting Segmentation Networks on Varying Image Resolutions Using Splatting. MIUA 2022: 271-282 - [i19]Mikael Brudfors, Yaël Balbastre, John Ashburner, Geraint Rees, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso:
Fitting Segmentation Networks on Varying Image Resolutions using Splatting. CoRR abs/2206.06445 (2022) - 2021
- [j64]Pawel J. Markiewicz, Julian C. Matthews, John Ashburner, David M. Cash, David L. Thomas, Enrico De Vita, Anna Barnes, M. Jorge Cardoso, Marc Modat, Richard Brown, Kris Thielemans, Casper O. da Costa-Luis, Isadora Lopes Alves, Juan Domingo Gispert, Mark E. Schmidt, Paul Marsden, Alexander Hammers, Sébastien Ourselin, Frederik Barkhof:
Uncertainty analysis of MR-PET image registration for precision neuro-PET imaging. NeuroImage 232: 117821 (2021) - [c23]Mikael Brudfors, Yaël Balbastre, John Ashburner, Geraint Rees, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso:
An MRF-UNet Product of Experts for Image Segmentation. MIDL 2021: 48-59 - [i16]Mikael Brudfors, Yaël Balbastre, John Ashburner, Geraint Rees, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso:
An MRF-UNet Product of Experts for Image Segmentation. CoRR abs/2104.05495 (2021) - [i13]Guilherme Pombo, Robert J. Gray, Manuel Jorge Cardoso, Sébastien Ourselin, Geraint Rees, John Ashburner, Parashkev Nachev:
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models. CoRR abs/2111.14923 (2021) - 2017
- [j54]Ferran Prados, John Ashburner, Claudia Blaiotta, Tom Brosch, Julio Carballido-Gamio, Manuel Jorge Cardoso, Benjamin N. Conrad, Esha Datta, Gergely Dávid, Benjamin De Leener, Sara M. Dupont, Patrick Freund, Claudia A. M. Gandini Wheeler-Kingshott, Francesco Grussu, Roland G. Henry, Bennett A. Landman, Emil Ljungberg, Bailey Lyttle, Sébastien Ourselin, Nico Papinutto, Salvatore Saporito, Regina Schlaeger, Seth A. Smith, Paul E. Summers, Roger C. Tam, Marios C. Yiannakas, Alyssa H. Zhu, Julien Cohen-Adad:
Spinal cord grey matter segmentation challenge. NeuroImage 152: 312-329 (2017) - 2015
- [c12]Jonathan Young, Alex F. Mendelson, Manuel Jorge Cardoso, Marc Modat, John Ashburner, Sébastien Ourselin:
Improving MRI Brain Image Classification with Anatomical Regional Kernels. MLMMI@ICML 2015: 45-53 - 2014
- [c8]Jonathan Young, Marc Modat, Manuel Jorge Cardoso, John Ashburner, Sébastien Ourselin:
An Oblique Approach to Prediction of Conversion to Alzheimer's Disease with Multikernel Gaussian Processes. MLINI@NIPS 2014: 122-128 - 2013
- [c7]Jonathan Young, John Ashburner, Sébastien Ourselin:
Wrapper Methods to Correct Mislabelled Training Data. PRNI 2013: 170-173 - 2012
- [c6]Jonathan Young, Marc Modat, Manuel Jorge Cardoso, John Ashburner, Sébastien Ourselin:
Classification of Alzheimer's disease patients and controls with Gaussian processes. ISBI 2012: 1523-1526 - [c5]Marc Modat, Pankaj Daga, Manuel Jorge Cardoso, Sébastien Ourselin, Gerard R. Ridgway, John Ashburner:
Parametric non-rigid registration using a stationary velocity field. MMBIA 2012: 145-150 - 2011
- [c4]Marc Modat, Gerard R. Ridgway, Pankaj Daga, Manuel Jorge Cardoso, David J. Hawkes, John Ashburner, Sébastien Ourselin:
Log-Euclidean free-form deformation. Medical Imaging: Image Processing 2011: 79621Q
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