IEEE transactions on bio-medical engineering
PDWearML: Leveraging Daily Activities for Fast Parkinson's Disease Severity Assessment with Wearable Machine Learning.
Xulong Wang, Xiyang Peng, Zheyuan Xu, Mingchang Xu, Yun Yang, Menghui Zhou, Zhong Zhao, Peng Yue, Po Yang
Published: 202510.1109/TBME.2025.3648564
Abstract
OBJECTIVE: Achieving effective and robust free-living PD severity assessment with wearable intelligence technologies requires a deep understanding of clinically relevant features, representative activities, and machine learning algorithms. METHODS: W…
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