Classification of Cognitive Impairment and Healthy Controls Based on Transcranial Magnetic Stimulation Evoked Potentials

Classification of Cognitive Impairment and Healthy Controls Based on Transcranial Magnetic Stimulation Evoked Potentials

Backgrounds: Nowadays, risks of Cognitive Impairment (CI) [highly suspected Alzheimer's disease (AD) in this study] threaten the quality of life for more older adults as the population ages. The emergence of Transcranial Magnetic Stimulation-Electroencephalogram (TMS-EEG) enables noninvasive ne...

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Bibliographic Details
Main Authors: Jiahao Zhang, Haifeng Lu, Lin Zhu, Huixia Ren, Ge Dang, Xiaolin Su, Xiaoyong Lan, Xin Jiang, Xu Zhang, Jiansong Feng, Xue Shi, Taihong Wang, Xiping Hu, Yi Guo
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-12-01
Series:Frontiers in Aging Neuroscience
Subjects:
spatiotemporal features
machine learning
cognitive impairment
TEP
TMS-EEG
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2021.804384/full

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