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Matthew Sperrin
Matthew Sperrin
Verified email at manchester.ac.uk - Homepage
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Cited by
Year
Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal
L Wynants, B Van Calster, MMJ Bonten, GS Collins, TPA Debray, ...
bmj 369, 2020
31082020
The obesity paradox in cancer: a review
H Lennon, M Sperrin, E Badrick, AG Renehan
Current oncology reports 18, 1-8, 2016
5252016
Do patients have worse outcomes in heart failure than in cancer? A primary care‐based cohort study with 10‐year follow‐up in Scotland
MA Mamas, M Sperrin, MC Watson, A Coutts, K Wilde, C Burton, ...
European journal of heart failure 19 (9), 1095-1104, 2017
4142017
Causal inference and counterfactual prediction in machine learning for actionable healthcare
M Prosperi, Y Guo, M Sperrin, JS Koopman, JS Min, X He, S Rich, ...
Nature Machine Intelligence 2 (7), 369-375, 2020
2772020
Framework to construct and interpret latent class trajectory modelling
H Lennon, S Kelly, M Sperrin, I Buchan, AJ Cross, M Leitzmann, MB Cook, ...
BMJ open 8 (7), e020683, 2018
2022018
How much is too much? Threshold dose distributions for 5 food allergens
BK Ballmer-Weber, M Fernandez-Rivas, K Beyer, M Defernez, M Sperrin, ...
Journal of allergy and clinical immunology 135 (4), 964-971, 2015
2012015
Outcome-sensitive multiple imputation: a simulation study
E Kontopantelis, IR White, M Sperrin, I Buchan
BMC medical research methodology 17, 1-13, 2017
1572017
Collider bias is only a partial explanation for the obesity paradox
M Sperrin, J Candlish, E Badrick, A Renehan, I Buchan
Epidemiology 27 (4), 525-530, 2016
1352016
Probabilistic relabelling strategies for the label switching problem in Bayesian mixture models
M Sperrin, T Jaki, E Wit
Statistics and Computing 20 (3), 357-366, 2010
1302010
A review of statistical updating methods for clinical prediction models
TL Su, T Jaki, GL Hickey, I Buchan, M Sperrin
Statistical methods in medical research 27 (1), 185-197, 2018
1282018
Access and non–access site bleeding after percutaneous coronary intervention and risk of subsequent mortality and major adverse cardiovascular events: systematic review and …
CS Kwok, MA Khan, SV Rao, T Kinnaird, M Sperrin, I Buchan, ...
Circulation: Cardiovascular Interventions 8 (4), e001645, 2015
1282015
Troponin-only Manchester Acute Coronary Syndromes (T-MACS) decision aid: single biomarker re-derivation and external validation in three cohorts
R Body, E Carlton, M Sperrin, PS Lewis, G Burrows, S Carley, ...
Emergency Medicine Journal 34 (6), 349-356, 2017
1132017
Body mass index relates weight to height differently in women and older adults: serial cross-sectional surveys in England (1992–2011)
M Sperrin, AD Marshall, V Higgins, AG Renehan, IE Buchan
Journal of Public Health 38 (3), 607-613, 2016
1042016
Human activity recognition from inertial sensor time-series using batch normalized deep LSTM recurrent networks
T Zebin, M Sperrin, N Peek, AJ Casson
2018 40th annual international conference of the IEEE engineering in …, 2018
1012018
Impact of co-morbid burden on mortality in patients with coronary heart disease, heart failure, and cerebrovascular accident: a systematic review and meta-analysis
M Rashid, CS Kwok, CP Gale, P Doherty, I Olier, M Sperrin, ...
European Heart Journal–Quality of Care and Clinical Outcomes 3 (1), 20-36, 2017
1012017
Risk-reducing surgery increases survival in BRCA1/2 mutation carriers unaffected at time of family referral
SL Ingham, M Sperrin, A Baildam, GL Ross, R Clayton, F Lalloo, I Buchan, ...
Breast cancer research and treatment 142, 611-618, 2013
942013
North-South disparities in English mortality1965–2015: longitudinal population study
IE Buchan, E Kontopantelis, M Sperrin, T Chandola, T Doran
J Epidemiol Community Health 71 (9), 928-936, 2017
922017
Dynamic models to predict health outcomes: current status and methodological challenges
DA Jenkins, M Sperrin, GP Martin, N Peek
Diagnostic and prognostic research 2, 1-9, 2018
902018
Training safer orthopedic surgeons: construct validation of a virtual-reality simulator for hip fracture surgery
K Akhtar, K Sugand, M Sperrin, J Cobb, N Standfield, C Gupte
Acta orthopaedica 86 (5), 616-621, 2015
882015
Consistency of variety of machine learning and statistical models in predicting clinical risks of individual patients: longitudinal cohort study using cardiovascular disease as …
Y Li, M Sperrin, DM Ashcroft, TP Van Staa
bmj 371, 2020
862020
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Articles 1–20