Research Article

Machine-Learning Classifier for Patients with Major Depressive Disorder: Multifeature Approach Based on a High-Order Minimum Spanning Tree Functional Brain Network

Table 3

The 40 functional connectivities and associated statistical significance.

NumberFC connectivities values
BetweennessDegreeEccentricity

PreCG.LSFGdor.R0.01350.01100.0506
PreCG.LPUT.R0.01990.66480.0303
PreCG.RORBsup.L0.80490.03790.0379
SFGdor.RCUN.L0.04910.04120.6491
SFGdor.RTPOmid.R0.03790.22160.0122
ORBsup.LPUT.L0.75580.03960.0026
ORBsup.LPCL.R0.02520.57300.0252
ORBsup.LCAU.R0.85040.01350.0135
ORBsup.RDCG.R0.02520.29430.0252
MFG.LSTG.L0.00770.04700.4780
MFG.RPCG.L0.02760.42620.0362
MFG.RPCG.L0.01350.01350.1226
PCUN.LCAU.R0.01490.80490.0149
IFGtriang.RORBmid.R0.00090.01290.3289
ORBinf.RLING.L0.40390.00630.0173
ORBinf.RACG.R0.01050.03620.0105
AMYG.RLING.R0.01900.74310.0029
AMYG.LTPOmid.R0.00290.02640.6648
SFGmed.LACG.L0.12640.04700.0264
THA.RACG.L0.04700.00360.9172
DCG.LTHA.L0.17520.02100.0077
ACG.RLING.R0.02090.01670.0276
DCG.RPUT.R0.00290.02520.1029
PHG.LTPOmid.R0.01800.43770.0252
AMYG.LHES.L0.04700.00950.5470
AMYG.RMTG.R0.03680.13680.0095
CUN.LORBmid.L0.03790.02430.0379
CUN.RPUT.R0.01570.02410.3930
CUN.LHES.L0.02090.00530.7683
PCG.RLING.R0.00330.16930.0173
ORBsup.RTPOmid.R0.02410.01220.0241
PCG.RTHA.L0.82820.03960.0122
PCG.RTPOmid.L0.03960.02580.7558
PreCG.RTHA.L0.01050.80490.0379
HIP.LPAL.L0.06620.03820.0289
HIP.LHES.L0.23790.04310.0379
PCL.RPAL.L0.03170.82820.0317
PUT.LTPOmid.R0.00040.03380.0027
PAL.LTHA.R0.18240.00480.0396
ROL.RITG.R0.00950.04320.5220

Values in bold indicate significance (). For all brain region abbreviations, see Supplemental Table S2.