Gary S. Collins

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Douglas G AltmanCentre for Statistics in Medicine, University of OxfordGeverifieerd e-mailadres voor csm.ox.ac.uk
Richard D RileyUniversity of Birmingham, UK.Geverifieerd e-mailadres voor bham.ac.uk
Ben Van CalsterProfessor of Medical Statistics, KU LeuvenGeverifieerd e-mailadres voor kuleuven.be
Paula DhimanPost-doctoral Researcher, University of OxfordGeverifieerd e-mailadres voor csm.ox.ac.uk
Ewout W. SteyerbergProfessor of Clinical Biostatistics and Medical Decision Making, LUMC & Erasmus MCGeverifieerd e-mailadres voor lumc.nl
Maarten van SmedenUniversity Medical Center UtrechtGeverifieerd e-mailadres voor umcutrecht.nl
John P.A. IoannidisProfessor of Medicine/Health Research & Policy/Biomedical Data Science/Statistics, Stanford UnivGeverifieerd e-mailadres voor stanford.edu
Wynants L.Assistant Professor Maastricht University; KU LeuvenGeverifieerd e-mailadres voor kuleuven.be
Frank Harrellduke university, university of virginia, vanderbilt universityGeverifieerd e-mailadres voor vanderbilt.edu
Andrew VickersMemorial Sloan Kettering Cancer CenterGeverifieerd e-mailadres voor mskcc.org
Alastair DennistonConsultant Ophthalmologist/Hon Professor, University Hospitals Birmingham/University of BirminghamGeverifieerd e-mailadres voor bham.ac.uk
David MoherOttawa Hospital Research InstituteGeverifieerd e-mailadres voor ohri.ca
Eric TopolProfessor and EVP, Scripps ResearchGeverifieerd e-mailadres voor scripps.edu
Melissa McCraddenAustralian Institute for Machine learningGeverifieerd e-mailadres voor adelaide.edu.au
Xiao LiuUniversity Hospitals Birmingham, University of Birmingham, UKGeverifieerd e-mailadres voor bham.ac.uk
An-Wen ChanWomen's College Research Institute, University of TorontoGeverifieerd e-mailadres voor utoronto.ca
Andrew L. BeamCTO FL97, Inc. | Associate Professor, Harvard UniversityGeverifieerd e-mailadres voor hms.harvard.edu
Willi SauerbreiGeverifieerd e-mailadres voor imbi.uni-freiburg.de
Tammy HoffmannInstitute for Evidence-Based Healthcare, Bond UniversityGeverifieerd e-mailadres voor bond.edu.au
Chris HolmesGeverifieerd e-mailadres voor stats.ox.ac.uk

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Gary S. Collins

Professor of Medical Statistics, Centre for Statistics in Medicine, University of Oxford

Geverifieerd e-mailadres voor csm.ox.ac.uk - Homepage

medical statistics biostatistics machine learning metascience meta-research


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
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	9014	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	4198	2015
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	3275	2020
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	1616	2019
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	1541	2019
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	1535	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 medicine 11 (10), e1001744, 2014	1488	2014
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	1397	2016
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	1069	2020
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	1040	2019
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	913	2020
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	895	2016
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	831	2020
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	827	2019
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	751	2019
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	745	2020
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	728	2012
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	715	2014
Reporting of artificial intelligence prediction models GS Collins, KGM Moons The Lancet 393 (10181), 1577-1579, 2019	629	2019
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	613	2016

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