Follow
Gary S. Collins
Gary S. 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
81312015
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
39012015
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
31142020
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
14282019
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
13692019
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 medicine 11 (10), e1001744, 2014
13412014
Guidelines for accurate and transparent health estimates reporting: the GATHER statement
GA Stevens, L Alkema, RE Black, JT Boerma, GS Collins, M Ezzati, ...
The Lancet 388 (10062), e19-e23, 2016
12442016
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
12342020
PROBAST: a tool to assess risk of bias and applicability of prediction model studies: explanation and elaboration
KGM Moons, RF Wolff, RD Riley, PF Whiting, M Westwood, GS Collins, ...
Annals of internal medicine 170 (1), W1-W33, 2019
9282019
Global, regional and national burden of osteoarthritis 1990-2017: a systematic analysis of the Global Burden of Disease Study 2017
S Safiri, AA Kolahi, E Smith, C Hill, D Bettampadi, MA Mansournia, D Hoy, ...
Annals of the rheumatic diseases 79 (6), 819-828, 2020
9032020
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
8092016
Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension
X Liu, SC Rivera, D Moher, MJ Calvert, AK Denniston, H Ashrafian, ...
The Lancet Digital Health 2 (10), e537-e548, 2020
7422020
Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies
M Nagendran, Y Chen, CA Lovejoy, AC Gordon, M Komorowski, ...
bmj 368, 2020
7402020
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, 1-8, 2012
7132012
Minimum sample size for developing a multivariable prediction model: PART II‐binary and time‐to‐event outcomes
RD Riley, KIE Snell, J Ensor, DL Burke, FE Harrell Jr, KGM Moons, ...
Statistics in medicine 38 (7), 1276-1296, 2019
7062019
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, 1-11, 2014
6762014
Global, regional and national burden of rheumatoid arthritis 1990–2017: a systematic analysis of the Global Burden of Disease study 2017
S Safiri, AA Kolahi, D Hoy, E Smith, D Bettampadi, MA Mansournia, ...
Annals of the rheumatic diseases 78 (11), 1463-1471, 2019
6592019
Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension
SC Rivera, X Liu, AW Chan, AK Denniston, MJ Calvert, H Ashrafian, ...
The Lancet Digital Health 2 (10), e549-e560, 2020
6342020
Reporting of artificial intelligence prediction models
GS Collins, KGM Moons
The Lancet 393 (10181), 1577-1579, 2019
5802019
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
5612016
The system can't perform the operation now. Try again later.
Articles 1–20