Menelaos Pavlou
5PUBLICATIONS
6CO-AUTHORS
Get your video featured.
Publish with JoVEGet your video featured.
Publish with JoVE
Publications (5)
Sort by Publication Date:
|May 14, 2025
Evaluating the sample size requirements of tree-based ensemble machine learning techniques for clinical risk prediction.Oya Kalaycıoğlu, Menelaos Pavlou, Serhat E Akhanlı
|Jun 26, 2024
Penalized Regression Methods With Modified Cross-Validation and Bootstrap Tuning Produce Better Prediction Models.Menelaos Pavlou, Rumana Z Omar, Gareth Ambler
|Jan 10, 2023
Outlier identification and monitoring of institutional or clinician performance: an overview of statistical methods and application to national audit data.Menelaos Pavlou, Gareth Ambler, Rumana Z Omar
|Jul 05, 2021
Risk prediction in multicentre studies when there is confounding by cluster or informative cluster size.Menelaos Pavlou, Gareth Ambler, Rumana Z Omar
|Apr 21, 2021
Estimation of required sample size for external validation of risk models for binary outcomes.Menelaos Pavlou, Chen Qu, Rumana Z Omar
Pageof 1
