Gary Collins
Gary Collins
Professor of Medical Statistics, Centre for Statistics in Medicine, University of Oxford
Verified email at - Homepage
Cited by
Cited by
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement
G Collins, J Reitsma, D Altman, K Moons
Annals of Internal Medicine 162 (1), 55-63, 2015
Transparent Reporting of a multivariable prediction model for Individual Prognosis or Diagnosis (TRIPOD): explanation and elaboration
KGM Moons, DG Altman, JB Reitsma, JPA Ioannidis, P Macaskill, ...
Annals of internal medicine 162 (1), W1-W73, 2015
Selection of single blastocysts for fresh transfer via standard morphology assessment alone and with array CGH for good prognosis IVF patients: results from a randomized pilot …
Z Yang, J Liu, GS Collins, SA Salem, X Liu, SS Lyle, AC Peck, ES Sills, ...
Molecular cytogenetics 5 (1), 24, 2012
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
Critical appraisal and data extraction for systematic reviews of prediction modelling studies: the CHARMS checklist
KGM Moons, JAH de Groot, W Bouwmeester, Y Vergouwe, S Mallett, ...
PLoS Med 11 (10), e1001744, 2014
Guidelines for accurate and transparent health estimates reporting: the GATHER statement
GA Stevens, L Alkema, RE Black, JT Boerma, GS Collins, M Ezzati, ...
PLoS medicine 13 (6), e1002056, 2016
Developing risk prediction models for type 2 diabetes: a systematic review of methodology and reporting
GS Collins, S Mallett, O Omar, LM Yu
BMC medicine 9 (1), 103, 2011
Prediction models for cardiovascular disease risk in the general population: systematic review
JAAG Damen, L Hooft, E Schuit, TPA Debray, GS Collins, I Tzoulaki, ...
bmj 353, 2016
External validation of multivariable prediction models: a systematic review of methodological conduct and reporting
GS Collins, JA de Groot, S Dutton, O Omar, M Shanyinde, A Tajar, ...
BMC medical research methodology 14 (1), 40, 2014
An independent and external validation of QRISK2 cardiovascular disease risk score: a prospective open cohort study
GS Collins, DG Altman
Bmj 340, c2442, 2010
Sample size considerations for the external validation of a multivariable prognostic model: a resampling study
GS Collins, EO Ogundimu, DG Altman
Statistics in medicine 35 (2), 214-226, 2016
Justify your alpha
D Lakens, FG Adolfi, CJ Albers, F Anvari, MAJ Apps, SE Argamon, ...
Nature Human Behaviour 2 (3), 168-171, 2018
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
E Christodoulou, J Ma, GS Collins, EW Steyerberg, JY Verbakel, ...
Journal of clinical epidemiology 110, 12-22, 2019
Use of placebo controls in the evaluation of surgery: systematic review
K Wartolowska, A Judge, S Hopewell, GS Collins, BJF Dean, I Rombach, ...
Bmj 348, 2014
Predicting the 10 year risk of cardiovascular disease in the United Kingdom: independent and external validation of an updated version of QRISK2
GS Collins, DG Altman
Bmj 344, 2012
External validation of clinical prediction models using big datasets from e-health records or IPD meta-analysis: opportunities and challenges
RD Riley, J Ensor, KIE Snell, TPA Debray, DG Altman, KGM Moons, ...
bmj 353, i3140, 2016
An independent external validation and evaluation of QRISK cardiovascular risk prediction: a prospective open cohort study
GS Collins, DG Altman
Bmj 339, b2584, 2009
Adequate sample size for developing prediction models is not simply related to events per variable
EO Ogundimu, DG Altman, GS Collins
Journal of clinical epidemiology 76, 175-182, 2016
PROBAST: a tool to assess the risk of bias and applicability of prediction model studies
RF Wolff, KGM Moons, RD Riley, PF Whiting, M Westwood, GS Collins, ...
Annals of internal medicine 170 (1), 51-58, 2019
Interpreting diagnostic accuracy studies for patient care
S Mallett, S Halligan, M Thompson, GS Collins, DG Altman
Bmj 345, 2012
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