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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Manylion Llyfryddiaeth
Prif Awduron: Gemma Modinos, Andrea Mechelli, William Pettersson-Yeo, Paul Allen, Philip McGuire, Andre Aleman
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: PeerJ Inc. 2013-02-01
Cyfres:PeerJ
Pynciau:
Machine learning
Support vector machine
fMRI
Emotion
Subclinical depression
Psychosis proneness
Mynediad Ar-lein:https://peerj.com/articles/42.pdf

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

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