Publications by authors named "Sungwook Hur"
Article Synopsis
- Parkinson's disease (PD) leads to issues with walking, making early recognition of altered gait patterns essential for treatment; previous methods largely concentrate on severity and specific types of gait but neglect general gait distinction.
- The study introduces a new method called WM-STGCN, which uses advanced modeling techniques to analyze PD gait by focusing on spatial and temporal features, improving recognition accuracy.
- Experimental results show that WM-STGCN significantly outperforms other models, achieving 87.1% accuracy and a 92.85% F1 score, highlighting its potential for real-world clinical use in diagnosing and treating PD.
