@erandrinopoulou.bsky.social
Statistics Director at GSK, PhD in Biostatistics
Interested in jointly modelling multiple sources of information, predictions, high dimensional data.
Interested in jointly modelling multiple sources of information, predictions, high dimensional data.
📈 We use joint modelling of multiple outcomes to show how social & environmental factors influence lung function decline in Cystic Fibrosis over time.
An R package is developed that fits these models and provides dynamic predictions.
w/ Emrah Gecili & Rhonda Szczesniak
arxiv.org/abs/2506.08731
An R package is developed that fits these models and provides dynamic predictions.
w/ Emrah Gecili & Rhonda Szczesniak
arxiv.org/abs/2506.08731
Unveiling the Impact of Social and Environmental Determinants of Health on Lung Function Decline in Cystic Fibrosis through Data Integration using the US Registry
Integrating diverse data sources offers a comprehensive view of patient health and holds potential for improving clinical decision-making. In Cystic Fibrosis (CF), which is a genetic disorder primaril...
arxiv.org
June 18, 2025 at 9:38 AM
📈 We use joint modelling of multiple outcomes to show how social & environmental factors influence lung function decline in Cystic Fibrosis over time.
An R package is developed that fits these models and provides dynamic predictions.
w/ Emrah Gecili & Rhonda Szczesniak
arxiv.org/abs/2506.08731
An R package is developed that fits these models and provides dynamic predictions.
w/ Emrah Gecili & Rhonda Szczesniak
arxiv.org/abs/2506.08731
Reposted
Our new paper is out in Statistics in Medicine! We developed a joint model for multiple (un)bounded longitudinal markers, recurrent events, and competing risks, applied to US CF patient registry data. Joint work with @drizopoulos.bsky.social and @erandrinopoulou.bsky.social.
doi.org/10.1002/sim....
doi.org/10.1002/sim....
A Joint Model for (Un)Bounded Longitudinal Markers, Competing Risks, and Recurrent Events Using Patient Registry Data
Joint models for longitudinal and survival data have become a popular framework for studying the association between repeatedly measured biomarkers and clinical events. Nevertheless, addressing compl...
doi.org
April 27, 2025 at 5:01 PM
Our new paper is out in Statistics in Medicine! We developed a joint model for multiple (un)bounded longitudinal markers, recurrent events, and competing risks, applied to US CF patient registry data. Joint work with @drizopoulos.bsky.social and @erandrinopoulou.bsky.social.
doi.org/10.1002/sim....
doi.org/10.1002/sim....