Gary Collins

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Professor of Medical Statistics

University of Oxford

United Kingdom

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Recent Grants

Grant: Close

GoodReports: An online tool helping authors find and use reporting checklists to improve completeness of reporting

Open Date: 2019-09-30

Close Date: 2022-09-29

Grant: Close

EVALUATING THE PERFORMANCE OF RISK PREDICTION MODELS

Open Date: 2011-08-01

Close Date: 2014-08-01

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Collaborators (24)

ORIANA CIANI

University of Exeter Medical School

UNITED KINGDOM

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Michael M Schlussel

University of Oxford

UNITED KINGDOM

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Sally Hopewell

University of Oxford

UNITED KINGDOM

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Baptiste Vasey

University of Oxford

UNITED KINGDOM

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Shona Kirtley

University of Oxford

UNITED KINGDOM

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David Borg

Queensland University of Technology

AUSTRALIA

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Rhonda Allard

Head, Reference & ILL

Uniformed Services University of the Health Sciences

UNITED STATES

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Rebecca Whittle

University of Oxford

UNITED KINGDOM

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Nicole White

Queensland University of Technology

AUSTRALIA

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Tammy Hoffmann

Bond University

AUSTRALIA

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Richard D Riley

Professor of Biostatistics

University of Birmingham

UNITED KINGDOM

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Paula Dhiman

University of Oxford

UNITED KINGDOM

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Joie Ensor

UNITED KINGDOM

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Johannes M. Giesinger

Medical University of Innsbruck

AUSTRIA

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Carrie Llewellyn

University of Sussex

UNITED KINGDOM

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Amanda Rodrigues Amorim Adegboye

Coventry University

UNITED KINGDOM

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Adrian Barnett

Queensland University of Technology

AUSTRALIA

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Nigel Arden

Professor in Rheumatic Diseases

University of Oxford

UNITED KINGDOM

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Franco Impellizzeri

Professor

AUSTRALIA

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Matthew J. Page

AUSTRALIA

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Garrett Bullock

Assistant Professor

Boston University School of Medicine

UNITED STATES

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Patricia Logullo

University of Oxford

UNITED KINGDOM

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Jie Ma

University of Oxford

UNITED KINGDOM

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Jonathan Cook

University of Oxford

UNITED KINGDOM

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Gary Collins

Research Interests

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Recent Grants

Articles (20)

Open access journal publication in health and medical research and open science: benefits, challenges and limitations

Planned but ever published? A retrospective analysis of clinical prediction model studies registered on clinicaltrials.gov since 2000

Correction to: Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines (Nature Communications, (2024), 15, 1, (1619), 10.1038/s41467-024-45355-3)

Calculating the power of a planned individual participant data meta‐analysis to examine prognostic factor effects for a binary outcome

Reporting completeness of nutrition and diet-related randomised controlled trials protocols.

Sample size in multistakeholder Delphi surveys: at what minimum sample size do replicability of results stabilize?

Limitations of Separating Athletes into High or Low-Risk Groups based on a Cut-Off. A Clinical Commentary

External validation of models to estimate gestational age in the second and third trimester using ultrasound: A prospective multicentre observational study.

Reporting on data sharing: executive position of the EQUATOR Network.

Comment on: Machine Learning for Understanding and Predicting Injuries in Football.

Organizational risk profiling and education associated with reduction in professional pitching arm injuries: a natural experiment

Poor handling of continuous predictors in clinical prediction models using logistic regression: a systematic review

The TRIPOD-P reporting guideline for improving the integrity and transparency of predictive analytics in healthcare through study protocols

Evidence of questionable research practices in clinical prediction models

Calculating 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

Invited Commentary: Transparent reporting of artificial intelligence models development and evaluation in surgery: The TRIPOD and DECIDE-AI checklists

Predicting 10-year breast cancer mortality risk in the general female population in England: a model development and validation study.

Barriers and facilitators to implementation of musculoskeletal injury mitigation programmes for military service members around the world: a scoping review.

Sample size requirements are not being considered in studies developing prediction models for binary outcomes: a systematic review.

The Estimand Framework had Implications in Time to Patient-Reported Outcomes Deterioration Analyses in Cancer Clinical Trials.

Collaborators (24)

ORIANA CIANI

Michael M Schlussel

Sally Hopewell

Baptiste Vasey

Shona Kirtley

David Borg

Rhonda Allard

Rebecca Whittle

Nicole White

Tammy Hoffmann

Richard D Riley

Paula Dhiman

Joie Ensor

Johannes M. Giesinger

Carrie Llewellyn

Amanda Rodrigues Amorim Adegboye

Adrian Barnett

Nigel Arden

Franco Impellizzeri

Matthew J. Page

Garrett Bullock

Patricia Logullo

Jie Ma

Jonathan Cook

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