Pain phenotypes classified by machine learning using electroencephalography features

Pain phenotypes classified by machine learning using electroencephalography features

Pain is a multidimensional experience mediated by distributed neural networks in the brain. To study this phenomenon, EEGs were collected from 20 subjects with chronic lumbar radiculopathy, 20 age and gender matched healthy subjects, and 17 subjects with chronic lumbar pain scheduled to receive an i...

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Bibliographic Details
Main Authors: Joshua Levitt, Muhammad M. Edhi, Ryan V. Thorpe, Jason W. Leung, Mai Michishita, Suguru Koyama, Satoru Yoshikawa, Keith A. Scarfo, Alexios G. Carayannopoulos, Wendy Gu, Kyle H. Srivastava, Bryan A. Clark, Rosana Esteller, David A. Borton, Stephanie R. Jones, Carl Y. Saab
Format: Article
Language:English
Published: Elsevier 2020-12-01
Series:NeuroImage
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811920307424

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