Menelaos Pavlou
6PUBLICATIONS
7CO-AUTHORS
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Publications (6)
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|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
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