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Sebastien Ourselin
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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
19602020
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
15762017
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
14812021
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
12422020
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
12112018
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
10722010
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
7372021
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
6752020
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
6602001
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
6152018
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
5562018
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
4812015
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
4732011
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
4682022
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
4662018
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
4652010
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface
M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ...
Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006
411*2006
Block matching: A general framework to improve robustness of rigid registration of medical images
S Ourselin, A Roche, S Prima, N Ayache
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2000 …, 2000
4032000
Clinical and neuroanatomical signatures of tissue pathology in frontotemporal lobar degeneration
JD Rohrer, T Lashley, JM Schott, JE Warren, S Mead, AM Isaacs, J Beck, ...
Brain 134 (9), 2565-2581, 2011
3632011
Rapid implementation of mobile technology for real-time epidemiology of COVID-19
DA Drew, LH Nguyen, CJ Steves, C Menni, M Freydin, T Varsavsky, ...
Science 368 (6497), 1362-1367, 2020
3552020
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