Classification of Social Anxiety Disorder With Support Vector Machine Analysis Using Neural Correlates of Social Signals of Threat

Classification of Social Anxiety Disorder With Support Vector Machine Analysis Using Neural Correlates of Social Signals of Threat

Threatening faces are potent cues in social anxiety disorder (SAD); therefore, neural response to threatening faces, particularly regions in the “fear” circuit such as amygdala, may classify individuals with SAD. Previous studies of indirect/implicit processing of threatening faces have shown that s...

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Bibliographic Details
Main Authors: Mengqi Xing, Jacklynn M. Fitzgerald, Heide Klumpp
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-03-01
Series:Frontiers in Psychiatry
Subjects:
social anxiety
neuroimaging
magnetic resonance imaging
machine learning
support vector machine
Online Access:https://www.frontiersin.org/article/10.3389/fpsyt.2020.00144/full

Internet

https://www.frontiersin.org/article/10.3389/fpsyt.2020.00144/full

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