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Table 5 The performance of MKLs 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 97.73 <0.001 100.00 95.45
GMV 98.86 <0.001 100.00 97.73
  1. MKL Multiple Kernel Learning, GMD gray matter density, GMV gray matter volume