Decoding Subjective Intensity of Nociceptive Pain from Pre-stimulus and Post-stimulus Brain Activities

Pain is a highly subjective experience. Self-report is the gold standard for pain assessment in clinical practice, but it may not be available or reliable in some populations. Neuroimaging data, such as electroencephalography (EEG) and functional magnetic resonance imaging (fMRI), have the potential...

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Hauptverfasser: Yiheng eTu, Ao eTan, Yanru eBai, YeungSam eHung, Zhiguo eZhang
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2016-04-01
Schriftenreihe:Frontiers in Computational Neuroscience
Schlagworte:
Pain Perception
EEG
fMRI
machine learning
Feature Selection
pre-stimulus brain activity
Online Zugang:http://journal.frontiersin.org/Journal/10.3389/fncom.2016.00032/full
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