Identifying Risk Factors for Caregiver Burden in Neurologica…

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Identifying Risk Factors for Caregiver Burden in Neurological Disorders Using Machine Learning

Article 2026 EN Gold

Background: Caregiver burden represents a multidimensional syndrome influenced by patient-related, relational, and contextual factors in neurological disorders. Although stroke, Parkinson’s disease (PD), and Alzheimer’s disease (AD) differ in clinical trajectory, comparative analyses of caregiver risk profiles across these conditions remain limited. Objective: This study aimed to identify sociodem…

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UN Sustainable Development Goals
1 SDGs
Authors & Affiliations
9 authors
#AuthorInstitutionsORCID
1 Maria Grazia Maggio Centro Neurolesi Bonino Pulejo (IT)
2 Augusto Ielo Corresponding Centro Neurolesi Bonino Pulejo (IT)
3 Rosaria De Luca Centro Neurolesi Bonino Pulejo (IT)
4 Francesco Corallo Centro Neurolesi Bonino Pulejo (IT)
5 Angela Marra Centro Neurolesi Bonino Pulejo (IT) —
6 Davide Cardile Centro Neurolesi Bonino Pulejo (IT)
7 Amelia Rizzo University of Messina (IT)
8 Angelo Quartarone Centro Neurolesi Bonino Pulejo (IT)
9 Rocco Salvatore Calabrò Corresponding Centro Neurolesi Bonino Pulejo (IT)

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