IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology SocietyHumansParkinson DiseaseAlgorithmsMaleGait Disorders
Efficiently Identifying Non-FoG, Pre-FoG, Pre-FoG Transition, and FoG in Parkinson's Disease Patients Using Window Acceleration and Spline Function Features.
Yi-Ting Hwang, Yu-Ting Yeh, Hung-Jui Hsu, Cheng-Ping Huang, Yi-Syuan Ke, Ren-Kai Lai, Jie-Ling Yen, Bor-Shing Lin
Published: 202510.1109/TNSRE.2025.3618400
Abstract
Freezing of gait (FoG) is an episodic symptom that disrupts walking initiation in patients with Parkinson's disease (PD). Identifying pre-FoG stages is crucial for patients with PD. However, in contrast to typical disease labels, defining the FoG and…
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