Pattern classification of brain activation during emotional processing in subclinical depression: psychosis proneness as potential confounding factor

Pattern classification of brain activation during emotional processing in subclinical depression: psychosis proneness as potential confounding factor

We used Support Vector Machine (SVM) to perform multivariate pattern classification based on brain activation during emotional processing in healthy participants with subclinical depressive symptoms. Six-hundred undergraduate students completed the Beck Depression Inventory II (BDI-II). Two groups w...

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Bibliographic Details
Main Authors: Gemma Modinos, Andrea Mechelli, William Pettersson-Yeo, Paul Allen, Philip McGuire, Andre Aleman
Format: Article
Language:English
Published: PeerJ Inc. 2013-02-01
Series:PeerJ
Subjects:
Machine learning
Support vector machine
fMRI
Emotion
Subclinical depression
Psychosis proneness
Online Access:https://peerj.com/articles/42.pdf

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https://peerj.com/articles/42.pdf

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