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Gary S. Collins
Gary S. Collins
125th Anniversary Chair & Professor of Medical Statistics, University of Birmingham
Verified email at bham.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
111352015
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
49582015
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
36302020
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
23592020
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
23172019
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
20872016
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
19832019
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
19332014
TRIPOD+ AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
GS Collins, KGM Moons, P Dhiman, RD Riley, AL Beam, B Van Calster, ...
bmj 385, 2024
15782024
Global, regional, and national burden of low back pain, 1990–2020, its attributable risk factors, and projections to 2050: a systematic analysis of the Global Burden of Disease …
ML Ferreira, K De Luca, LM Haile, JD Steinmetz, GT Culbreth, M Cross, ...
The Lancet Rheumatology 5 (6), e316-e329, 2023
15382023
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
14572019
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
14302020
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
14092020
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
11532019
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
10752016
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
10622020
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
10452020
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
9592019
CONSORT 2025 statement: updated guideline for reporting randomised trials
S Hopewell, AW Chan, GS Collins, A Hróbjartsson, D Moher, KF Schulz, ...
The Lancet 405 (10489), 1633-1640, 2025
918*2025
Burden of chronic obstructive pulmonary disease and its attributable risk factors in 204 countries and territories, 1990-2019: results from the Global Burden of Disease Study 2019
S Safiri, K Carson-Chahhoud, M Noori, SA Nejadghaderi, MJM Sullman, ...
bmj 378, 2022
8792022
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Articles 1–20