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Diagnostic identification of chronic insomnia using ALFF and FC features of resting-state functional MRI and logistic regression approach

This study investigated whether the amplitude of low-frequency fluctuation (ALFF) and functional connectivity (FC) features could be used as potentially neurological markers to identify chronic insomnia (CI) using resting-state functional MRI and machine learning method logistic regression (LR). Thi...

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Detalles Bibliográficos
Autores principales: Yang, Ning, Yuan, Shuyi, Li, Chunlong, Xiao, Wenqing, Xie, Shuangcong, Li, Liming, Jiang, Guihua, Ma, Xiaofen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9829915/
https://www.ncbi.nlm.nih.gov/pubmed/36624131
http://dx.doi.org/10.1038/s41598-022-24837-8