2 citations · 2 across the 1 of their papers we have counts for
4 papers
Unveiling the Impact of Social and Environmental Determinants of Health on Lung Function Decline in Cystic Fibrosis through Data Integration using the US Registry
Eleni-Rosalina Andrinopoulou, Emrah Gecili, Rhonda D Szczesniak
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 genet…
A joint model for (un)bounded longitudinal markers, competing risks, and recurrent events using patient registry data
Pedro Miranda Afonso, Dimitris Rizopoulos, Anushka K. Palipana +5
Joint models for longitudinal and survival data have become a popular framework for studying the association between repeatedly measured biomarkers and clinical events. Nevertheles…
Efficiently analyzing large patient registries with Bayesian joint models for longitudinal and time-to-event data
P. Miranda Afonso, D. Rizopoulos, A. K. Palipana +4
The joint modeling of longitudinal and time-to-event outcomes has become a popular tool in follow-up studies. However, fitting Bayesian joint models to large datasets, such as pati…
Integrating Latent Classes in the Bayesian Shared Parameter Joint Model of Longitudinal and Survival Outcomes
Eleni-Rosalina Andrinopoulou, Kazem Nasserinejad, Rhonda Szczesniak +1
Cystic fibrosis is a chronic lung disease which requires frequent patient monitoring to maintain lung function over time and minimize onset of acute respiratory events known as pul…