| Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal L Wynants, B Van Calster, GS Collins, RD Riley, G Heinze, E Schuit, ... bmj 369, 2020 | 3049 | 2020 |
| Calculating the sample size required for developing a clinical prediction model RD Riley, J Ensor, KIE Snell, FE Harrell, GP Martin, JB Reitsma, ... Bmj 368, 2020 | 1138 | 2020 |
| 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 | 90 | 2018 |
| Continual updating and monitoring of clinical prediction models: time for dynamic prediction systems? DA Jenkins, GP Martin, M Sperrin, RD Riley, TPA Debray, GS Collins, ... Diagnostic and Prognostic Research 5, 1-7, 2021 | 73 | 2021 |
| Missing data should be handled differently for prediction than for description or causal explanation M Sperrin, GP Martin, R Sisk, N Peek Journal of clinical epidemiology 125, 183-187, 2020 | 72 | 2020 |
| Penalization and shrinkage methods produced unreliable clinical prediction models especially when sample size was small RD Riley, KIE Snell, GP Martin, R Whittle, L Archer, M Sperrin, GS Collins Journal of Clinical Epidemiology 132, 88-96, 2021 | 68 | 2021 |
| Using marginal structural models to adjust for treatment drop-in when developing clinical prediction models M Sperrin, G Martin, T Van Staa, N Peek, I Buchan Statistics in Medicine, 1-13, 2018 | 58 | 2018 |
| Inadequacy of existing clinical prediction models for predicting mortality after transcatheter aortic valve implantation GP Martin, M Sperrin, PF Ludman, MA de Belder, CP Gale, WD Toff, ... American heart journal 184, 97-105, 2017 | 56 | 2017 |
| Excess deaths from COVID-19 and other causes by region, neighbourhood deprivation level and place of death during the first 30 weeks of the pandemic in England and Wales: A … E Kontopantelis, MA Mamas, RT Webb, A Castro, MK Rutter, CP Gale, ... The Lancet Regional Health–Europe 7, 2021 | 55 | 2021 |
| Adoption of clinical risk prediction tools is limited by a lack of integration with electronic health records V Sharma, I Ali, S van der Veer, G Martin, J Ainsworth, T Augustine BMJ health & care informatics 28 (1), 2021 | 53 | 2021 |
| Do frailty measures improve prediction of mortality and morbidity following transcatheter aortic valve implantation? An analysis of the UK TAVI registry GP Martin, M Sperrin, PF Ludman, AB Mark, M Gunning, J Townend, ... BMJ open 8 (6), e022543, 2018 | 47 | 2018 |
| Pre‐implantation balloon aortic valvuloplasty and clinical outcomes following transcatheter aortic valve implantation: a propensity score analysis of the UK registry GP Martin, M Sperrin, R Bagur, MA de Belder, I Buchan, M Gunning, ... Journal of the American Heart Association 6 (2), e004695, 2017 | 45 | 2017 |
| Same-day discharge after elective percutaneous coronary intervention: insights from the British Cardiovascular Intervention Society P Taxiarchi, E Kontopantelis, GP Martin, T Kinnaird, N Curzen, ... JACC: Cardiovascular Interventions 12 (15), 1479-1494, 2019 | 42 | 2019 |
| A scoping review of causal methods enabling predictions under hypothetical interventions L Lin, M Sperrin, DA Jenkins, GP Martin, N Peek Diagnostic and prognostic research 5, 1-16, 2021 | 41 | 2021 |
| Harnessing repeated measurements of predictor variables for clinical risk prediction: a review of existing methods LM Bull, M Lunt, GP Martin, K Hyrich, JC Sergeant Diagnostic and prognostic research 4, 1-16, 2020 | 41 | 2020 |
| Apathy as a behavioural marker of cognitive impairment in Parkinson’s disease: a longitudinal analysis GP Martin, KR McDonald, D Allsop, PJ Diggle, I Leroi Journal of neurology 267, 214-227, 2020 | 36 | 2020 |
| Novel United Kingdom prognostic model for 30-day mortality following transcatheter aortic valve implantation GP Martin, M Sperrin, PF Ludman, MA de Belder, SR Redwood, ... Heart 104 (13), 1109-1116, 2018 | 35 | 2018 |
| Excess years of life lost to COVID-19 and other causes of death by sex, neighbourhood deprivation, and region in England and Wales during 2020: A registry-based study E Kontopantelis, MA Mamas, RT Webb, A Castro, MK Rutter, CP Gale, ... PLoS Medicine 19 (2), e1003904, 2022 | 34 | 2022 |
| Multiple imputation with missing indicators as proxies for unmeasured variables: simulation study M Sperrin, GP Martin BMC medical research methodology 20, 1-11, 2020 | 34 | 2020 |
| Relation of frailty to outcomes in percutaneous coronary intervention CS Kwok, S Achenbach, N Curzen, DL Fischman, M Savage, R Bagur, ... Cardiovascular Revascularization Medicine 21 (7), 811-818, 2020 | 33 | 2020 |
Matthew SperrinUniversity of ManchesterVerified email at manchester.ac.uk
