Vision-based approach to knee osteoarthritis and Parkinson’s disease detection utilizing human gait patterns

Vision-based approach to knee osteoarthritis and Parkinson’s disease detection utilizing human gait patterns

Recently, the number of cases of musculoskeletal and neurological disorders, such as knee osteoarthritis (KOA) and Parkinson’s disease (PD), has significantly increased. Numerous clinical methods have been proposed in research to diagnose these disorders; however, a current trend in diagnosis is thr...

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Bibliographic Details
Main Authors: Zeeshan Ali, Jihoon Moon, Saira Gillani, Sitara Afzal, Muazzam Maqsood, Seungmin Rho
Format: Article
Language:English
Published: PeerJ Inc. 2025-05-01
Series:PeerJ Computer Science
Subjects:
Knee osteoarthritis
Parkinson’s disease
Vision data
Gait patterns
Deep learning
Transfer learning
Online Access:https://peerj.com/articles/cs-2857.pdf
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