Identification of discriminative neuroimaging markers for patients on hemodialysis with insomnia: a fractional amplitude of low frequency fluctuation-based machine learning analysis

Identification of discriminative neuroimaging markers for patients on hemodialysis with insomnia: a fractional amplitude of low frequency fluctuation-based machine learning analysis

Abstract Background and objective Insomnia is one of the common problems encountered in the hemodialysis (HD) population, but the mechanisms remain unclear. we aimed to (1) detect the spontaneous brain activity pattern in HD patients with insomnia (HDWI) by using fractional fractional amplitude of l...

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Bibliographic Details
Main Authors: Ze-ying Wen, Yue Zhang, Meng-han Feng, Yu-chi Wu, Cheng-wei Fu, Kan Deng, Qi-zhan Lin, Bo Liu
Format: Article
Language:English
Published: BMC 2023-01-01
Series:BMC Psychiatry
Subjects:
Hemodialysis
Insomnia
Amplitude of low frequency fluctuation
Support vector machine (SVM)
Neural markers
Online Access:https://doi.org/10.1186/s12888-022-04490-1

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