Eleni-Rosalina Andrinopoulou

Assistant professor in Biostatistics

Erasmus Medical Center Rotterdam

Biography

I am an assistant professor in Biostatistics at Erasmus MC and my research interests involve the development of theory and applications in modelling multiple outcomes (longitudinal and/or survival), as well as working with applied biostatisticians and clinical investigators to ensure their use in real biomedical applications.

Interests

Longitudinal analysis
Joint models of longitudinal and survival data
Dynamic predictions
Bayesian Methods
Mixture models

Education

PhD in Biostatistics, 2014

Erasmus University Medical Center, Rotterdam, the Netherlands
BSc in Statistics, 2010

Athens University of Economics and Bussines

Selected Publications

Computerised patient-specific prediction of the recovery profile of upper limb capacity within stroke services. The next step.

Journal of neurology, neurosurgery, and psychiatry, 2021

Ruud Selles, Eleni-Rosalina Andrinopoulou, Rinske Nijland, Rick van der Vliet, Jorrit Slaman, Erwin van Wegen, Dimitris Rizopoulos, Gerard Ribbers, Carel Meskers, Gert Kwakkel

PDF DOI

Reflections on modern methods. Dynamic prediction using joint models of longitudinal and time-to-event data.

International Journal of Epidemiology, 2021

Eleni-Rosalina Andrinopoulou, Michael O Harhay, Sarah J Ratcliffe, Dimitris Rizopoulos

PDF DOI

Multivariate joint modeling to identify markers of growth and lung function decline that predict cystic fibrosis pulmonary exacerbation onset Outcomes.

BMC Pulmonary Medicine, 2020

Eleni-Rosalina Andrinopoulou, John P. Clancy, Rhonda Szczesniak

PDF DOI

Integrating Latent Classes in the Bayesian Shared Parameter Joint Model of Longitudinal and Survival Outcomes.

Stat Methods Med Res, 2020

Eleni-Rosalina Andrinopoulou, Kazem Nasserinejad, Rhonda Szczesniak, Dimitris Rizopoulos

PDF DOI

Improved dynamic predictions from joint models of longitudinal and survival data with time-varying effects using P-splines.

Biometrics, 2018

Eleni-Rosalina Andrinopoulou, Paul H. C. Eilers, Johanna J. M. Takkenberg, Dimitris Rizopoulos

PDF DOI

Bayesian shrinkage approach for a joint model of longitudinal and survival outcomes assuming different association structures.

Statistics in Medicine, 2016

Eleni-Rosalina Andrinopoulou, Dimitris Rizopoulos

PDF DOI

Combined dynamic predictions using joint models of two longitudinal outcomes and competing risk data.

Statistical Methods in Medical Research, 2017

Eleni-Rosalina Andrinopoulou, Dimitris Rizopoulos, Johanna JM Takkenberg, Emmanuel Lesaffre

PDF DOI

Joint modeling of two longitudinal outcomes and competing risk data.

Statistics in Medicine, 2014

Eleni-Rosalina Andrinopoulou, Dimitris Rizopoulos, Johanna J. M. Takkenberg, Emmanuel Lesaffre

PDF DOI

An introduction to mixed models and joint modeling: analysis of valve function over time.

The Annals of Thoracic Surgery , 2012

Eleni-Rosalina Andrinopoulou, Dimitris Rizopoulos, Ruyun Jin, Ad J.J.C. Bogers, Emmanuel Lesaffre, Johanna J.M. Takkenberg

PDF DOI

Projects

Analysis of Cystic Fibrosis FEV1 Decline

Active collaboration with Dr. Rhonda Szczesniak, Department of Pediatrics, University of Cincinnati, Division of Biostatistics & Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States and the Cystic Fibrosis Foundation.

Dynamic prediction modelling in hand disorders after stroke: multivariate latent class mixed model.

Active collaboration with Dr. Ruud Selles, Department of Rehabilitation Medicine and Department of Plastic and Reconstructive Surgery and Hand Surgery in Erasmus MC and Dr. Harm Slijper, medical performance officer of Equipe.

Recent & Upcoming Talks

Linking US registry data with geomarker data. Longitudinal associations between environmental factors and lung function decline

FEV1 % predicted is commonly used to monitor lung function decline in Cystic Fibrosis patients. However, little work is done on whether …

Jun 10, 2022 Rotterdam, the Netherlands

Slides

Challenges and opportunities in the analysis of clinical data

The increasing availability of clinical measures (e.g., electronic medical records) leads to collecting different types of information. …

Jan 21, 2021 Online

Slides

Estimating Cystic Fibrosis Lung Function Decline: An Empirical Study

Various statistical approaches have been used to estimate lung function decline over age among individuals with cystic fibrosis (CF). …

Oct 6, 2020 Online

Slides

Challenges and opportunities of combined analysis of multiple outcomes in longitudinal studies

The increasing availability of clinical measures (e.g., electronic medical records) leads to collecting different types of information. …

Aug 23, 2020 Online

Slides

Dynamic prediction modelling in hand disorders after stroke using a latent class multivariate mixed model

Nowadays stroke is a leading cause of adult disability. The Action Research Arm Test (ARAT) is a measure used in rehabilitation …

Jul 16, 2019 Leuven, Belgium

Slides

See all talks

My Team

Aglina Lika

Associations of physical outcomes and patient-reported outcomes in adult patients with Pompe disease before enzyme replacement therapy

Feb 1, 2020

Pedro Afonso

Joint models for recurrent events, terminal event, and longitudinal outcome using the CFF data

Dec 15, 2019

Teaching

I am coordinating the BST02 course at Erasmus MC:

Using R for Statistics in Medical Research

CV

My CV (including a full list of publications, presentations, collaborations and grants) is available in PDF form. (Last updated: October 6, 2020)

Contact

e.andrinopoulou@erasmusmc.nl
Na 2811, Erasmus University Medical Center, Wytemaweg 80, 3015CN Rotterdam, the Netherlands
DM Me
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