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Sebastien Ourselin
Sebastien Ourselin
Professor of Healthcare Engineering, King's College London
Verified email at kcl.ac.uk - Homepage
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Cited by
Cited by
Year
Risk of COVID-19 among front-line health-care workers and the general community: a prospective cohort study
LH Nguyen, DA Drew, MS Graham, AD Joshi, CG Guo, W Ma, RS Mehta, ...
The Lancet Public Health 5 (9), e475-e483, 2020
23162020
Attributes and predictors of long COVID
CH Sudre, B Murray, T Varsavsky, MS Graham, RS Penfold, RC Bowyer, ...
Nature medicine 27 (4), 626-631, 2021
21812021
Generalised dice overlap as a deep learning loss function for highly unbalanced segmentations
CH Sudre, W Li, T Vercauteren, S Ourselin, M Jorge Cardoso
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2017
20952017
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
arXiv preprint arXiv:1811.02629, 2018
16232018
Real-time tracking of self-reported symptoms to predict potential COVID-19
C Menni, AM Valdes, MB Freidin, CH Sudre, LH Nguyen, DA Drew, ...
Nature medicine 26 (7), 1037-1040, 2020
14222020
The future of digital health with federated learning
N Rieke, J Hancox, W Li, F Milletari, HR Roth, S Albarqouni, S Bakas, ...
NPJ digital medicine 3 (1), 119, 2020
11722020
Fast free-form deformation using graphics processing units
M Modat, GR Ridgway, ZA Taylor, M Lehmann, J Barnes, DJ Hawkes, ...
Computer methods and programs in biomedicine 98 (3), 278-284, 2010
11702010
Vaccine side-effects and SARS-CoV-2 infection after vaccination in users of the COVID Symptom Study app in the UK: a prospective observational study
C Menni, K Klaser, A May, L Polidori, J Capdevila, P Louca, CH Sudre, ...
The Lancet Infectious Diseases 21 (7), 939-949, 2021
9882021
Interactive medical image segmentation using deep learning with image-specific fine tuning
G Wang, W Li, MA Zuluaga, R Pratt, PA Patel, M Aertsen, T Doel, ...
IEEE transactions on medical imaging 37 (7), 1562-1573, 2018
7622018
Risk factors and disease profile of post-vaccination SARS-CoV-2 infection in UK users of the COVID Symptom Study app: a prospective, community-based, nested, case-control study
M Antonelli, RS Penfold, J Merino, CH Sudre, E Molteni, S Berry, ...
The Lancet Infectious Diseases 22 (1), 43-55, 2022
7332022
Reconstructing a 3D structure from serial histological sections
S Ourselin, A Roche, G Subsol, X Pennec, N Ayache
Image and vision computing 19 (1-2), 25-31, 2001
6812001
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
6352018
Symptom prevalence, duration, and risk of hospital admission in individuals infected with SARS-CoV-2 during periods of omicron and delta variant dominance: a prospective …
C Menni, AM Valdes, L Polidori, M Antonelli, S Penamakuri, A Nogal, ...
The Lancet 399 (10335), 1618-1624, 2022
5872022
Automatic brain tumor segmentation using cascaded anisotropic convolutional neural networks
G Wang, W Li, S Ourselin, T Vercauteren
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
5682018
Presymptomatic cognitive and neuroanatomical changes in genetic frontotemporal dementia in the Genetic Frontotemporal dementia Initiative (GENFI) study: a cross-sectional analysis
JD Rohrer, JM Nicholas, DM Cash, J Van Swieten, E Dopper, L Jiskoot, ...
The Lancet Neurology 14 (3), 253-262, 2015
5292015
Head size, age and gender adjustment in MRI studies: a necessary nuisance?
J Barnes, GR Ridgway, J Bartlett, SMD Henley, M Lehmann, N Hobbs, ...
Neuroimage 53 (4), 1244-1255, 2010
5122010
Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge
K Murphy, B Van Ginneken, JM Reinhardt, S Kabus, K Ding, X Deng, ...
IEEE transactions on medical imaging 30 (11), 1901-1920, 2011
4962011
The medical segmentation decathlon
M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ...
Nature communications 13 (1), 4128, 2022
4862022
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks
G Wang, W Li, M Aertsen, J Deprest, S Ourselin, T Vercauteren
Neurocomputing 338, 34-45, 2019
4782019
Privacy-preserving federated brain tumour segmentation
W Li, F Milletaŕ, D Xu, N Rieke, J Hancox, W Zhu, M Baust, Y Cheng, ...
Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019 …, 2019
4372019
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