3 papers
stat.AP2026
Hidden multistate models to study multimorbidity trajectories
Valentina Manzoni, Francesca Ieva, Amaia Calderón-Larrañaga +2
Multimorbidity in older adults is common, heterogeneous, and highly dynamic, and it is strongly associated with disability and increased healthcare utilization. However, existing a…
stat.ME2023
Dynamic treatment effect phenotyping through functional survival analysis
Caterina Gregorio, Giovanni Baj, Giulia Barbati +1
In recent years, research interest in personalised treatments has been growing. However, treatment effect heterogeneity and possibly time-varying treatment effects are still often…
stat.ME2022
How much of the past matters? Using dynamic survival models for the monitoring of potassium in heart failure patients using electronic health records
Caterina Gregorio, Giulia Barbati, Arjuna Scagnetto +2
Statistical methods to study the association between a longitudinal biomarker and the risk of death are very relevant for the long-term care of subjects affected by chronic illness…