Fronto-parieto-subthalamic activity decodes motor status in Parkinson's disease.

Quan ZhangHutao XieBaotian ZhaoZixiao YinYuye LiuDefeng LiuYutong BaiGuanyu ZhuGuofan QinYifei GanRunfa TianLin ShiAnchao YangFan-Gang Meng Yin Jiang Jian-Guo Zhang

Published in: CNS neuroscience & therapeutics (2023)

SPL beta power plays an essential role in walking status classification and could be a physiological biomarker for walking speed, which would aid the development of adaptive DBS.

Keyphrases

deep brain stimulation
parkinson disease
machine learning
lower limb
deep learning