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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Enregistré dans:
Détails bibliographiques
Publié dans:Front Hum Neurosci
Auteurs principaux: Zhao, Rui, Zhang, Xinxin, Zhu, Yuanqiang, Fei, Ningbo, Sun, Jinbo, Liu, Peng, Yang, Xuejuan, Qin, Wei
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2018
Sujets:
Neuroscience
Accès en ligne: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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