Support Vector Machine Analysis of Functional Magnetic Resonance Imaging of Interoception Does Not Reliably Predict Individual Outcomes of Cognitive Behavioral Therapy in Panic Disorder with Agoraphobia.

Front Psychiatry · 2017 · PMC5465291 · PMID 28649205

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However, one has to keep in mind that multivariate classification models can, in principle, utilize subthreshold information from multiple voxels, but even highly significant univariate group-level results do not guarantee high classification accuracies ( 2 ).

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