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Table 4 The performance of GPCs trained with GMD and GMV

From: Individualized diagnosis of major depressive disorder via multivariate pattern analysis of thalamic sMRI features

Indicators

Balanced accuracy (%)

BA p-value

Sensitivity (%)

Specificity (%)

GMD

96.59

<0.001

100.00

93.18

GMV

93.18

<0.001

100.00

86.36

  1. GPC Gaussian process classification, GMD gray matter density, GMV gray matter volume