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Carole Sudre
Carole Sudre
Verified email at ucl.ac.uk
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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
28032017
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
27652021
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
26512020
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
15592020
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
11742021
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
9192022
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
8912022
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
7022018
Illness duration and symptom profile in symptomatic UK school-aged children tested for SARS-CoV-2
E Molteni, CH Sudre, LS Canas, SS Bhopal, RC Hughes, M Antonelli, ...
The Lancet Child & Adolescent Health 5 (10), 708-718, 2021
4772021
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
4252020
Changes in symptomatology, reinfection, and transmissibility associated with the SARS-CoV-2 variant B. 1.1. 7: an ecological study
MS Graham, CH Sudre, A May, M Antonelli, B Murray, T Varsavsky, ...
The Lancet Public Health 6 (5), e335-e345, 2021
3712021
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
3472017
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
3112019
Metrics reloaded: recommendations for image analysis validation
L Maier-Hein, A Reinke, P Godau, MD Tizabi, F Buettner, E Christodoulou, ...
Nature methods 21 (2), 195-212, 2024
258*2024
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
2342019
Symptom clusters in COVID-19: A potential clinical prediction tool from the COVID Symptom Study app
CH Sudre, KA Lee, M Ni Lochlainn, T Varsavsky, B Murray, MS Graham, ...
Science advances 7 (12), eabd4177, 2021
2202021
Diet quality and risk and severity of COVID-19: a prospective cohort study
J Merino, AD Joshi, LH Nguyen, ER Leeming, M Mazidi, DA Drew, ...
Gut 70 (11), 2096-2104, 2021
2152021
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
1892015
Self-reported COVID-19 vaccine hesitancy and uptake among participants from different racial and ethnic groups in the United States and United Kingdom
LH Nguyen, AD Joshi, DA Drew, J Merino, W Ma, CH Lo, S Kwon, K Wang, ...
Nature communications 13 (1), 636, 2022
1882022
Common limitations of image processing metrics: A picture story
A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ...
arXiv preprint arXiv:2104.05642, 2021
1872021
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