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Author

Chaminda Hewage

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Open access Jul 2026

Multi-Task Wearable Parkinson’s Disease Detection with a Pretrained Spatio-Temporal Graph Encoder and Task-Level Token Aggregation

Wearable inertial measurement units (IMUs) offer an objective, low-cost basis for Parkinson’s disease (PD) assessment, but multi-task clinical protocols yield heterogeneous recordings across body locations and small cohorts, and it is unclear whether such data can support reliable PD detection without training deep mod...

H. Herath, Nuwan Madusanka Vithanage, Chaminda Hewage et al. · 0 citations

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