Author

L. Sabattini

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Open access Oct 2026

Real-World Classification of Pain States in Multiple Sclerosis Patients using Wearable Sensor Data and Ensemble Machine Learning

Abstract Introduction Pain assessment remains challenging due to its subjective nature and reliance on self-reports. These challenges are particularly relevant for multiple sclerosis (MS) patients, for whom pain is among the most common and fluctuating symptoms, occurring in multiple forms. Wearable sensors combined wi...

S. Moscato, S. Orlandi, S. Pozzi et al. · Digital Biomarkers · 0 citations

Open access Sep 2026

Interventional Feasibility Study Investigating Virtual Reality‐Based Gait Assessment With Orthoses in People With Multiple Sclerosis: A Study Protocol

This translational framework aims to establish robust feasibility metrics to support the design of future, larger‐scale controlled trials, and to inform more ecologically valid, personalized rehabilitation strategies to improve the integration of assistive technologies into patients' daily lives.

K. Marcaccini, Alessandro Aleo, S. Pozzi et al. · Clinical and Translational S... · 0 citations