| 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 | 2876 | 2020 |
| The obesity paradox in cancer: a review H Lennon, M Sperrin, E Badrick, AG Renehan Current oncology reports 18, 1-8, 2016 | 465 | 2016 |
| 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 | 379 | 2017 |
| 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 | 216 | 2020 |
| 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 | 195 | 2015 |
| 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 | 164 | 2018 |
| Outcome-sensitive multiple imputation: a simulation study E Kontopantelis, IR White, M Sperrin, I Buchan BMC medical research methodology 17 (1), 1-13, 2017 | 134 | 2017 |
| 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 | 134 | 2015 |
| 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 | 128 | 2010 |
| Collider bias is only a partial explanation for the obesity paradox M Sperrin, J Candlish, E Badrick, A Renehan, I Buchan Epidemiology (Cambridge, Mass.) 27 (4), 525, 2016 | 126 | 2016 |
| 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 | 121 | 2018 |
| 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 | 108 | 2017 |
| 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 | 99 | 2016 |
| 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 | 96 | 2018 |
| 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 | 90 | 2017 |
| 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 | 89 | 2017 |
| 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 | 86 | 2013 |
| 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 | 84 | 2015 |
| Identification of asthma subtypes using clustering methodologies M Deliu, M Sperrin, D Belgrave, A Custovic Pulmonary therapy 2, 19-41, 2016 | 82 | 2016 |
| 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), 1-9, 2018 | 81 | 2018 |
Iain BuchanProfessor of Public Health and Clinical Informatics, Associate Pro Vice Chancellor for InnovationVerified email at liverpool.ac.uk
