3 papers
q-bio.QM2024
Effect of Clinical History on Predictive Model Performance for Renal Complications of Diabetes
Davide Dei Cas, Barbara Di Camillo, Gian Paolo Fadini +2
Diabetes is a chronic disease characterised by a high risk of developing diabetic nephropathy, which, in turn, is the leading cause of end-stage chronic kidney disease. The early i…
stat.ME2024
Comparing Propensity Score-Based Methods in Estimating the Treatment Effects: A Simulation Study
Sara Poletto, Enrico Longato, Erica Tavazzi +1
In observational studies, the recorded treatment assignment is not purely random, but it is influenced by external factors such as patient characteristics, reimbursement policies,…
cs.LG2024
Exploring the Impact of Environmental Pollutants on Multiple Sclerosis Progression
Elena Marinello, Erica Tavazzi, Enrico Longato +14
Multiple Sclerosis (MS) is a chronic autoimmune and inflammatory neurological disorder characterised by episodes of symptom exacerbation, known as relapses. In this study, we inves…