📈 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
arxiv.org
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...
