arekkas

Alexandros Rekkas, MSc

PhD Student

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Background

Alexandros Rekkas is a PhD candidate at the Health Data Sciences Department of Erasmus University Medical Center. Before starting his PhD, he obtained his BSc (2015) in Mathematics from Aristotle University of Thessaloniki, Greece and his MSc (2017) in Statistics from Catholic University of Leuven, Belgium.

His current research interests focus on predictive approaches for the assessment of treatment effect heterogeneity. Along these lines, he is actively developing the RiskStratifiedEstimation R-package that implements a standardized framework for the evaluation of treatment effect heterogeneity, leveraging information from a global network of healthcare databases.

 

Publications

Alexandros Rekkas, Jessica K. Paulus, Gowri Raman, John B. Wong, Ewout W. Steyerberg, Peter R. Rijnbeek, David M. Kent, David van Klaveren (2020). Predictive approaches to heterogeneous treatment effects: a systematic review. Available as preprint on medRxiv.

Alexandros Rekkas, David van Klaveren, Patrick B. Ryan, Ewout W. Steyerberg, David M. Kent, Peter R. Rijnbeek (2020). A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases. Available as preprint on arXiv.

Daniëlle Verver, Alexandros Rekkas, Claus Garbe, David van Klaveren, ..., Dirk J. Grünhagen, The EORTC-DeCOG nomogram adequately predicts outcomes of patients with sentinel node–positive melanoma without the need for completion lymph node dissection, European Journal of Cancer, Volume 134, 2020, Pages 9-18, ISSN 0959-8049, https://doi.org/10.1016/j.ejca.2020.04.022

Bollaerts K, Rekkas A, De Smedt T, Dodd C, Andrews N, Gini R (2020). Disease misclassification in electronic healthcare database studies: Deriving validity indices—A contribution from the ADVANCE project. PLoS ONE 15(4): e0231333. https://doi.org/10.1371/journal.pone.0231333