Prediction of the Effect of Sleep Deprivation on Response Inhibition via Machine Learning on Structural Magnetic Resonance Imaging Data

Sleep deprivation (SD) impairs the ability of response inhibition. However, few studies have explored the quantitative prediction of performance impairment using Magnetic Resonance Imaging (MRI) data. In this study, structural MRI data were used to predict the change in response inhibition performan...

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Detalhes bibliográficos
Publicado no:Front Hum Neurosci
Main Authors: Zhao, Rui, Zhang, Xinxin, Zhu, Yuanqiang, Fei, Ningbo, Sun, Jinbo, Liu, Peng, Yang, Xuejuan, Qin, Wei
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2018
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6048191/
https://ncbi.nlm.nih.gov/pubmed/30042667
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnhum.2018.00276
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