3 papers
cs.LG2026
Informative Missingness to Generate Irregular Clinical Time Series
Hadi Mehdizavareh, Gabriele Santangelo, Giovanna Nicora +4
Laboratory tests in electronic health records are collected irregularly, and the absence of a test order can be as informative as the measurement itself. Such missingness reflects…
cs.LG2025
Longitudinal Missing Data Imputation for Predicting Disability Stage of Patients with Multiple Sclerosis
Mahin Vazifehdan, Pietro Bosoni, Daniele Pala +4
Multiple Sclerosis (MS) is a chronic disease characterized by progressive or alternate impairment of neurological functions (motor, sensory, visual, and cognitive). Predicting dise…
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…