Older people and stroke: a machine learning approach to personalize the rehabilitation of gait
The clinical implication emphasized a connection between gait parameters and cerebral lesion location, notably linking basal ganglia lesions to prolonged double support time. This underscores the basal ganglia's role in motor control, sensory processing, and postural control, highlighting the importance of sensory input in post-stroke rehabilitation.
Authors
- Mirko Giannoni (ORCID: https://orcid.org/0000-0002-2705-4266)
- Ilaria Barboni
- Fabrizia Lattanzio (ORCID: https://orcid.org/0000-0003-4051-1289)
- Roberta Bevilacqua (ORCID: https://orcid.org/0000-0002-3851-3552)
- Leonardo Biscetti (ORCID: https://orcid.org/0000-0002-2878-9432)
- Giuseppe Pelliccioni (ORCID: https://orcid.org/0000-0002-0377-9713)
- Elisa Casoni (ORCID: https://orcid.org/0000-0001-6356-0273)
- Lorenzo Fantechi (ORCID: https://orcid.org/0000-0002-7379-7714)
- Federico Barbarossa (ORCID: https://orcid.org/0000-0001-8701-9879)
- Marco Benadduci (ORCID: https://orcid.org/0000-0002-0292-6910)
- Elvira Maranesi (ORCID: https://orcid.org/0000-0002-2414-3773)
- Giovanni Renato Riccardi (ORCID: https://orcid.org/0000-0002-1630-1364)
- Enrico Paci (ORCID: https://orcid.org/0000-0003-3448-9345)
- Daniela Fornarelli
- Valentina Di Donna (ORCID: https://orcid.org/0000-0002-8466-1994)
- Manuela Sallei
- Sara Mecozzi
Institutions
- Istituti di Ricovero e Cura a Carattere Scientifico (IT)
- Istituto Nazionale di Riposo e Cura per Anziani (IT)
Publication Details
- Journal
- Frontiers in Aging
- Published
- 2025-05-22
- DOI
- https://doi.org/10.3389/fragi.2025.1562355
- Primary Topic
- Stroke Rehabilitation and Recovery
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Ministero della Salute