Magnitude and Temporal Variability of Inter-stimulus EEG Modulate the Linear Relationship Between Laser-Evoked Potentials and Fast-Pain Perception

Magnitude and Temporal Variability of Inter-stimulus EEG Modulate the Linear Relationship Between Laser-Evoked Potentials and Fast-Pain Perception

The level of pain perception is correlated with the magnitude of pain-evoked brain responses, such as laser-evoked potentials (LEP), across trials. The positive LEP-pain relationship lays the foundation for pain prediction based on single-trial LEP, but cross-individual pain prediction does not have...

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Bibliographic Details
Main Authors: Linling Li, Gan Huang, Qianqian Lin, Jia Liu, Shengli Zhang, Zhiguo Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-05-01
Series:Frontiers in Neuroscience
Subjects:
pain prediction
cross-individual prediction
inter-stimulus EEG
single-trial analysis
machine learning
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2018.00340/full

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https://www.frontiersin.org/article/10.3389/fnins.2018.00340/full

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