Gary Collins
Gary Collins
Professor of Medical Statistics, Centre for Statistics in Medicine, University of Oxford
Verified email at csm.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
23752015
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
13072015
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
5442012
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
4732020
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
4522014
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
4382016
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
3692011
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
3292016
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
3082014
An independent and external validation of QRISK2 cardiovascular disease risk score: a prospective open cohort study
GS Collins, DG Altman
Bmj 340, c2442, 2010
2272010
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
2252016
Justify your alpha
D Lakens, FG Adolfi, CJ Albers, F Anvari, MAJ Apps, SE Argamon, ...
Nature Human Behaviour 2 (3), 168-171, 2018
2222018
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
2162019
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
1992014
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
1972012
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
1962016
An independent external validation and evaluation of QRISK cardiovascular risk prediction: a prospective open cohort study
GS Collins, DG Altman
Bmj 339, b2584, 2009
1782009
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
1652016
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
1642019
Interpreting diagnostic accuracy studies for patient care
S Mallett, S Halligan, M Thompson, GS Collins, DG Altman
Bmj 345, 2012
1572012
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Articles 1–20