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Menelaos Pavlou

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Associate Professor

University College London

United Kingdom

Research Interests

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Guidance on sample size when using observational data to develop and validate risk prediction models in health research

Open Date: 2018-03-01

Close Date: 2021-02-28

Articles (14)

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2026

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Collaborators (9)

Taimur T. Shah

Associate Professor

Imperial College London

UNITED KINGDOM

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Caroline M Moore

University College London

UNITED KINGDOM

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Giuseppe Limongelli

University of Campania “Luigi Vanvitelli”

ITALY

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Rumana Omar

University College London

UNITED KINGDOM

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Gill Livingston

University College London

UNITED KINGDOM

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Clément Orczyk

Professor and Chair of Urology

University College London

UNITED KINGDOM

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Gareth Ambler

Professor

University College London

UNITED KINGDOM

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mathias winkler

Visiting Reader Urology

Imperial College London

UNITED KINGDOM

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Nathan Green

Senior Research Fellow

University College London

UNITED KINGDOM

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Menelaos Pavlou

Research Interests

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Recent Grants

Articles (14)

The use of variable selection in clinical prediction modeling for binary outcomes: a systematic review

Early detection and management of hearing loss to reduce dementia risk in older adults with mild cognitive impairment: findings from the treating auditory impairment and cognition trial (TACT)

Evaluating the sample size requirements of tree-based ensemble machine learning techniques for clinical risk prediction

The Role of Multiparametric MRI and MRI–targeted Biopsy in the Diagnosis of Radiorecurrent Prostate Cancer: An Analysis from the FORECAST Trial

Auditory processing deficits in subacute stroke.

Penalized Regression Methods With Modified Cross‐Validation and Bootstrap Tuning Produce Better Prediction Models

Adult-onset hearing loss and incident cognitive impairment and dementia - A systematic review and meta-analysis of cohort studies.

An evaluation of sample size requirements for developing risk prediction models with binary outcomes

Relationship between six-minute walk distance and cardiopulmonary exercise testing in non-obstructive hypertrophic cardiomyopathy

External validation of a risk model predicting failure of salvage focal ablation for prostate cancer.

A cost-effectiveness analysis of hypertrophic cardiomyopathy sudden cardiac death risk algorithms for implantable cardioverter defibrillator decision-making

Nephron Sparing Treatment (NEST) for Small Renal Masses: A Feasibility Cohort-embedded Randomised Controlled Trial Comparing Percutaneous Cryoablation and Robot-assisted Partial Nephrectomy.

Outlier identification and monitoring of institutional or clinician performance: an overview of statistical methods and application to national audit data.

Collaborators (9)

Taimur T. Shah

Caroline M Moore

Giuseppe Limongelli

Rumana Omar

Gill Livingston

Clément Orczyk

Gareth Ambler

mathias winkler

Nathan Green

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