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EEG microstates, spectral analysis, and risk prediction in epilepsy comorbid with mild cognitive impairment: alteration in intrinsic brain activity

Abstract Objective This study aims to investigate the differences in electroencephalogram (EEG) microstates and power spectrum between patients with epilepsy (PWE) comorbid with (without) mild cognitive impairment (MCI) and to develop a machine learning model to predict the risk of MCI comorbidity i...

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Principais autores: Shenzhi Fang, Shenggen Chen, Lizhen Chen, Hanbin Lin, Changyun Liu, Chunhui Che, Wenting Xiong, Yuying Zhang, Juan Li, Luyan Wu, Xinming Huang, Huapin Huang, Wanhui Lin, Chaofeng Zhu
Format: Artigo
Sprog:Inglês
Udgivet: BMC 2025-10-01
Serier:Journal of Translational Medicine
Fag:
Epilepsy
Cognition
Microstate
Spectrum
Machine learning
Online adgang:https://doi.org/10.1186/s12967-025-07023-y
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