|Generalised dice overlap as a deep learning loss function for highly unbalanced segmentations|
CH Sudre, W Li, T Vercauteren, S Ourselin, MJ Cardoso
Deep learning in medical image analysis and multimodal learning for clinical†…, 2017
|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
|Longitudinal multiple sclerosis lesion segmentation: resource and challenge|
A Carass, S Roy, A Jog, JL Cuzzocreo, E Magrath, A Gherman, J Button, ...
NeuroImage 148, 77-102, 2017
|Bayesian model selection for pathological neuroimaging data applied to white matter lesion segmentation|
CH Sudre, MJ Cardoso, WH Bouvy, GJ Biessels, J Barnes, S Ourselin
IEEE transactions on medical imaging 34 (10), 2079-2102, 2015
|Template-based multimodal joint generative model of brain data|
MJ Cardoso, CH Sudre, M Modat, S Ourselin
International conference on information processing in medical imaging, 17-29, 2015
|White matter hyperintensities are associated with disproportionate progressive hippocampal atrophy|
CM Fiford, EN Manning, JW Bartlett, DM Cash, IB Malone, GR Ridgway, ...
Hippocampus 27 (3), 249-262, 2017
|White matter hyperintensities are seen only in GRN mutation carriers in the GENFI cohort|
CH Sudre, M Bocchetta, D Cash, DL Thomas, I Woollacott, KM Dick, ...
NeuroImage: Clinical 15, 171-180, 2017
|Study protocol: Insight 46–a neuroscience sub-study of the MRC National Survey of Health and Development|
CA Lane, TD Parker, DM Cash, K Macpherson, E Donnachie, ...
BMC neurology 17 (1), 75, 2017
|Relationship of grey and white matter abnormalities with distance from the surface of the brain in multiple sclerosis|
M Pardini, CH Sudre, F Prados, ÷ Yaldizli, V Sethi, N Muhlert, RS Samson, ...
Journal of Neurology, Neurosurgery & Psychiatry 87 (11), 1212-1217, 2016
|Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge|
HJ Kuijf, JM Biesbroek, J De Bresser, R Heinen, S Andermatt, M Bento, ...
IEEE transactions on medical imaging 38 (11), 2556-2568, 2019
|Bullseye's representation of cerebral white matter hyperintensities|
CH Sudre, BG Anson, I Davagnanam, A Schmitt, AF Mendelson, F Prados, ...
Journal of Neuroradiology 45 (2), 114-122, 2018
|APOE ε4 status is associated with white matter hyperintensities volume accumulation rate independent of AD diagnosis|
CH Sudre, MJ Cardoso, C Frost, J Barnes, F Barkhof, N Fox, S Ourselin, ...
Neurobiology of aging 53, 67-75, 2017
|Associations between blood pressure across adulthood and late-life brain structure and pathology in the neuroscience substudy of the 1946 British birth cohort (Insight 46): an†…|
CA Lane, J Barnes, JM Nicholas, CH Sudre, DM Cash, TD Parker, ...
The Lancet Neurology 18 (10), 942-952, 2019
|Longitudinal segmentation of age-related white matter hyperintensities|
CH Sudre, MJ Cardoso, S Ourselin, ...
Medical image analysis 38, 50-64, 2017
|3D multirater RCNN for multimodal multiclass detection and characterisation of extremely small objects|
CH Sudre, BG Anson, S Ingala, CD Lane, D Jimenez, L Haider, ...
arXiv preprint arXiv:1812.09046, 2018
|Clinical phenotype, atrophy, and small vessel disease in APOEε2 carriers with Alzheimer disease|
C Groot, CH Sudre, F Barkhof, CE Teunissen, BNM van Berckel, SW Seo, ...
Neurology 91 (20), e1851-e1859, 2018
|Pathological correlates of white matter hyperintensities in a case of progranulin mutation associated frontotemporal dementia|
IOC Woollacott, M Bocchetta, CH Sudre, BH Ridha, C Strand, R Courtney, ...
Neurocase 24 (3), 166-174, 2018
|Cardiovascular risk factors and white matter hyperintensities: Difference in susceptibility in South Asians compared with europeans|
CH Sudre, L Smith, D Atkinson, N Chaturvedi, S Ourselin, F Barkhof, ...
Journal of the American Heart Association 7 (21), e010533, 2018
|Bayesian model selection for pathological data|
CH Sudre, MJ Cardoso, W Bouvy, GJ Biessels, J Barnes, S Ourselin
International Conference on Medical Image Computing and Computer-Assisted†…, 2014
|The Meta VCI Map consortium for meta‐analyses on strategic lesion locations for vascular cognitive impairment using lesion‐symptom mapping: Design and multicenter pilot study|
NA Weaver, L Zhao, JM Biesbroek, HJ Kuijf, HP Aben, HJ Bae, ...
Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring 11 (C†…, 2019