OMNIA-PARK

Objective monitoring of axial symptoms in Parkinson's disease: quantitative assessment in daily life based on the use of wearables, video sensing and artificial intelligence.

The OMNIA-PARK project aims to investigate the axial symptoms in Parkinson’s disease, one of the most disabling aspects of the disease and most risky for patient safety. The research units involved intend to develop and validate a solution for assessing and monitoring four functional aspects commonly impaired by axial symptoms: gait disorders and freezing, postural abnormalities and instability, speech impairments, and dysphagia (swallowing disorders). Different technologies and sensors will be integrated to provide multi-source measurements of such symptoms, including wearables devices (inertial and surface electromyography sensors), cameras (video analysis with open-source motion tracking models), and microphones. The primary goal will be to develop a simple, easily usable, and portable system for monitoring axial symptom progression in a home-like setting.     

PARTNERS & CNR-IEIIT ROLE

Partners: Università degli Studi di Torino (coordinatore), Politecnico di Milano, Politecnico di Torino, Università degli Studi di Roma “La Sapienza”

CNR-IEIIT Role:  Research unit responsible for axial symptom assessment through optical sensors and open-source deep learning motion tracking models.

OTHER INFORMATION

Funding:  Italian Ministry of University and Research (MUR), call PRIN PNRR 2022, funded by the European Union - Next Generation EU

Timeline:  Dec 2023 – Nov 2025