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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