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Author Details

Gary S Collins
University of Oxford
2002
361
74
PMIDPaper TitleJournal TitlePublished Year
36254392Development and External Validation of a Multivariable Prediction Model to Identify Nondiabetic Hyperglycemia and Undiagnosed Type 2 Diabetes: Diabetes Risk Assessment in Dentistry Score (DDS).J Dent Res2023
37634702The estimand framework had implications in time to patient-reported outcomes deterioration analyses in cancer clinical trials.J Clin Epidemiol2023
37598153Sample size requirements are not being considered in studies developing prediction models for binary outcomes: a systematic review.BMC Med Res Methodol2023
37860866Up Front and Open? Shrouded in Secrecy? Or Somewhere in Between? A Meta-Research Systematic Review of Open Science Practices in Sport Medicine Research.J Orthop Sports Phys Ther2023
37625895Predicting 10-year breast cancer mortality risk in the general female population in England: a model development and validation study.Lancet Digit Health2023
37880689Shoulder replacement surgery's rising demand, inequality of provision, and variation in outcomes: cohort study using Hospital Episode Statistics for England.BMC Med2023
37536504Poor handling of continuous predictors in clinical prediction models using logistic regression: a systematic review.J Clin Epidemiol2023
37770125Open access journal publication in health and medical research and open science: benefits, challenges and limitations.BMJ Evid Based Med2023
37160562The Trade Secret Taboo: Open Science Methods are Required to Improve Prediction Models in Sports Medicine and Performance.Sports Med2023
37125681Description, Prediction, and Causation in Sport and Exercise Medicine Research: Resolving the Confusion to Improve Research Quality and Patient Outcomes.J Orthop Sports Phys Ther2023
37059387Prediction Models for Bronchopulmonary Dysplasia in Preterm Infants: A Systematic Review and Meta-Analysis.J Pediatr2023
37024020Systematic review finds "spin" practices and poor reporting standards in studies on machine learning-based prediction models.J Clin Epidemiol2023
36951931Completeness of Reporting in Diet- and Nutrition-Related Randomized Controlled Trials and Systematic Reviews With Meta-Analysis: Protocol for 2 Independent Meta-Research Studies.JMIR Res Protoc2023
37156342Systematic review highlights high risk of bias of clinical prediction models for blood transfusion in patients undergoing elective surgery.J Clin Epidemiol2023
37020443Elbow Injuries Among MLB Pitchers Increased During Covid-19 Disrupted Season, But Not Other Baseball Injuries.Int J Sports Phys Ther2023
37389003Artificial intelligence in lung cancer diagnostic imaging: a review of the reporting and conduct of research published 2018-2019.BJR Open2023
37386750Calculating the power of a planned individual participant data meta-analysis of randomised trials to examine a treatment-covariate interaction with a time-to-event outcome.Res Synth Methods2023
37343999Association between surgeon volume and patient outcomes after elective shoulder replacement surgery using data from the National Joint Registry and Hospital Episode Statistics for England: population based cohort study.BMJ2023
37380118Definitions, acceptability, limitations, and guidance in the use and reporting of surrogate end points in trials: a scoping review.J Clin Epidemiol2023
37306285Development of the Escalation of Therapy or Intervention (ETI) Calculator for Patients with Ulcerative Colitis Using ePROMs.J Crohns Colitis2023
37466257Stability of clinical prediction models developed using statistical or machine learning methods.Biom J2023
37137496Transparent reporting of multivariable prediction models for individual prognosis or diagnosis: checklist for systematic reviews and meta-analyses (TRIPOD-SRMA).BMJ2023
37132189Bibliometric analysis of academic journal recommendations and requirements for surgical and anesthesiologic adverse events reporting.Int J Surg2023
37164379Development and internal-external validation of statistical and machine learning models for breast cancer prognostication: cohort study.BMJ2023
36965598Reporting guidelines used varying methodology to develop recommendations.J Clin Epidemiol2023
36750242Transparent reporting of multivariable prediction models developed or validated using clustered data: TRIPOD-Cluster checklist.BMJ2023
36750236Transparent reporting of multivariable prediction models developed or validated using clustered data (TRIPOD-Cluster): explanation and elaboration.BMJ2023
36646804PRISMA AI reporting guidelines for systematic reviews and meta-analyses on AI in healthcare.Nat Med2023
36914189Multivariable prediction models for atrial fibrillation after cardiac surgery: a systematic review protocol.BMJ Open2023
36436815Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models.J Clin Epidemiol2023
36935090Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review.J Clin Epidemiol2023
36730571Improving Clinical Utility of Real-World Prediction Models: Updating Through Recalibration.J Strength Cond Res2023
36455948The Burden of Gout and Its Attributable Risk Factors in the Middle East and North Africa Region, 1990 to 2019.J Rheumatol2023
36528232Minimal reporting improvement after peer review in reports of COVID-19 prediction models: systematic review.J Clin Epidemiol2023
36793581Personalized Injury Reduction Strategies in Sports Medicine: Lessons Learned from Advances in Breast Cancer Treatment: A Clinical Commentary.Int J Sports Phys Ther2023
36660777Minimum sample size for developing a multivariable prediction model using multinomial logistic regression.Stat Methods Med Res2023
35930034Prognostic model for atrial fibrillation after cardiac surgery: a UK cohort study.Clin Res Cardiol2023
36169788Mapping the Oxford Shoulder Score onto the EQ-5D utility index.Qual Life Res2023
36301044The estimated burden of bulimia nervosa in the Middle East and North Africa region, 1990-2019.Int J Eat Disord2023
34001771Global, regional, and national burden of migraine in 204 countries and territories, 1990 to 2019.Pain2022
35586937Prevalence, incidence and years lived with disability due to polycystic ovary syndrome in 204 countries and territories, 1990-2019.Hum Reprod2022
35585198Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.Nat Med2022
35584845Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.BMJ2022
35351695Development and validation of clinical prediction models for breast cancer incidence and mortality: a protocol for a dual cohort study.BMJ Open2022
35802817Including Modifiable and Nonmodifiable Factors Improves Injury Risk Assessment in Professional Baseball Pitchers.J Orthop Sports Phys Ther2022
35348381Artificial Intelligence in Fracture Detection: A Systematic Review and Meta-Analysis.Radiology2022
35543403Utility of pre-operative haemoglobin concentration to guide peri-operative blood tests for hip and knee arthroplasty: A decision curve analysis.Transfus Med2022
35794668Risk of bias of prognostic models developed using machine learning: a systematic review in oncology.Diagn Progn Res2022
35794530Burden of tension-type headache in the Middle East and North Africa region, 1990-2019.J Headache Pain2022
35395724Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review.BMC Med Res Methodol2022
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Collaborators

Julius Center for Health Sciences and Primary Care, UMC Utrecht, Trecht University
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University of Oxford
Co-authored papers 12
Leiden University Medical Center
Co-authored papers 11
University College London (UCL)
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University of Oxford
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John Radcliffe Hospital, University of Oxford
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CAPHRI Care and Public Health Research Institute, Maastricht University
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University of Oxford
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University of Ottawa
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University Hospitals Birmingham NHS Foundation Trust
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University Hospitals Birmingham NHS Foundation Trust
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University of Bristol
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Vanderbilt University School of Medicine
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Institute for Health Informatics, University College London
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Queen Mary University of London
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Co-authored papers 4
Imperial College London
Co-authored papers 4
Imperial College NHS Healthcare Trust
Co-authored papers 4
Imperial College NHS Healthcare Trust
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University of Adelaide
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PHG Foundation, University of Cambridge
Co-authored papers 3
University of Oxford
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Singapore Eye Research Institute
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Schulich school of Medicine, Western University.
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8 Women's College Research Institute, University of Toronto
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Instituto Carlos III
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Google Health.
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