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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...
Autores principales: | Zhao, Rui, Zhang, Xinxin, Zhu, Yuanqiang, Fei, Ningbo, Sun, Jinbo, Liu, Peng, Yang, Xuejuan, Qin, Wei |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6048191/ https://www.ncbi.nlm.nih.gov/pubmed/30042667 http://dx.doi.org/10.3389/fnhum.2018.00276 |
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