16 citations · 16 across the 4 of their papers we have counts for
4 papers
Joint modelling of recurrent and terminal events with discretely-distributed non-parametric frailty: application on re-hospitalizations and death in heart failure patients
Chiara Masci, Marta Spreafico, Francesca Ieva
In the context of clinical and biomedical studies, joint frailty models have been developed to study the joint temporal evolution of recurrent and terminal events, capturing both t…
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…
Scaling Survival Analysis in Healthcare with Federated Survival Forests: A Comparative Study on Heart Failure and Breast Cancer Genomics
Alberto Archetti, Francesca Ieva, Matteo Matteucci
Survival analysis is a fundamental tool in medicine, modeling the time until an event of interest occurs in a population. However, in real-world applications, survival data are oft…
An Evaluation of Researchers' Migration Patterns in Europe using Digital Trace Data
Jacopo Ghirri, Marta Mastropietro, Simone Vantini +2
The comprehension of the mechanisms behind the mobility of skilled workers is of paramount importance for policy making. The lacking nature of official measurements motivates the u…