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Table 6 The weights of thalamic subregions for MKLs

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

GMD GMV
Location Weights (%) Location Weights (%)
lPFtha, L 32.87 lPFtha, L 35.31
cTtha, R 23.53 cTtha, R 28.84
Stha, R 12.97 Stha, R 13.29
mPMtha, R 11.28 rTtha, L 12.56
rTtha, L 9.97 mPMtha, L 4.29
mPMtha, L 7.21 Otha, R 3.40
rTtha, R 2.18 mPMtha, R 1.81
mPFtha, L 0.00 Stha, L 0.26
mPFtha, R 0.00 Otha, L 0.24
Stha, L 0.00 mPFtha, L 0.00
PPtha, L 0.00 mPFtha, R 0.00
PPtha, R 0.00 rTtha, R 0.00
Otha, L 0.00 PPtha, L 0.00
Otha, R 0.00 PPtha, R 0.00
cTtha, L 0.00 cTtha, L 0.00
lPFtha, R 0.00 lPFtha, R 0.00
  1. MKL Multiple Kernel Learning, GMD gray matter density, GMV gray matter volume, mPFtha medial prefrontal thalamus, mPMtha premotor thalamus, Stha sensory thalamus, rTtha rostral temporal thalamus, PPtha posterior parietal thalamus, Otha occipital thalamus, cTtha caudal temporal thalamus, lPFtha lateral prefrontal thalamus, L left, R right