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Table 7 The performance of GPCs trained with ALFF and fALFF

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

Indicators

Balanced accuracy (%)

BA p-value

Sensitivity (%)

Specificity (%)

ALFF

40.54

0.808

81.08

0.00

fALFF

47.97

0.534

95.95

0.00

  1. GPC Gaussian process classification, ALFF amplitude of low-frequency fluctuations, fALFF fractional amplitude of low-frequency fluctuations