| 2025 | PERCOM | CONNECTED: A Knowledge Graph-Driven Platform for Clinical Data Harmonization and Personalized Digital Twin-Based Healthcare. | Alberto Marfoglia, Christian D'Errico, Filippo Nardini, Sabato Mellone, Antonella Carbonaro |
| 2024 | PERCOM | Representation of Machine Learning Models to Enhance Simulation Capabilities Within Digital Twins in Personalized Healthcare. | Alberto Marfoglia, Filippo Nardini, Sabato Mellone, Antonella Carbonaro |
| 2014 | HCI | Designing Smart Home Technology for Fall Prevention in Older People. | Ather Nawaz, Jorunn L. Helbostad, Nina Skjret, Beatrix Vereijken, Alan Bourke, Yngve Dahl, Sabato Mellone |
| 2013 | AIME | Classification of Early-Mild Subjects with Parkinson's Disease by Using Sensor-Based Measures of Posture, Gait, and Transitions. | Luca Palmerini, Sabato Mellone, Guido Avanzolini, Franco Valzania, Lorenzo Chiari |
| 2010 | IC3K | Feature Selection for the Instrumented Timed Up and Go in Parkinson's Disease. | Luca Palmerini, Laura Rocchi, Sabato Mellone, Lorenzo Chiari, Franco Valzania |
| 2010 | IC3K | A Clinical Application of Feature Selection: Quantitative Evaluation of the Locomotor Function. | Luca Palmerini, Laura Rocchi, Sabato Mellone, Franco Valzania, Lorenzo Chiari |