Table 4.
Top 10 combined features selected by the sparse linear regression with stability selection in the LOOCV experiments.
Feature | Frequency (%) | Feature | Frequency (%) |
---|---|---|---|
MCInc vs. MCIc_mixed | MCInc vs. MCIc_m12 | ||
CT: IPC_L | 100 | CT: IPC_L | 100 |
CV: IPC_L | 100 | CT: cMFG_R | 100 |
ND: MTG_L | 100 | CV: IPC_L | 100 |
ND: PoCG_L | 100 | CV: MTG_L | 100 |
ND: LING_R | 100 | ND: FP_L | 100 |
NL: IPC_L | 100 | ND: MTG_L | 100 |
CV: SMG_R | 99 | ND: PoCG_L | 100 |
ND: PCC_R | 97 | ND: LING_R | 100 |
CV: MTG_L | 96 | CV: SMG_R | 87 |
ND: IPC_L | 47 | CT: BSTS_L | 63 |
MCInc vs. MCIc_m6 | MCInc vs. MCIc_m18 | ||
CT: IPC_L | 100 | CT: IPC_L | 100 |
CT: MTG_L | 100 | CT: MTG_L | 100 |
CV: IPC_L | 100 | CT: cMFG_R | 100 |
ND: MTG_L | 100 | CT: PCUN_L | 99 |
ND: LING_R | 100 | ND: PCC_R | 99 |
CV: MTG_L | 99 | CT: IstCC_R | 98 |
ND: PoCG_L | 99 | CT: BSTS_L | 90 |
NL: ENT_L | 88 | CV: IPC_L | 90 |
CV: SMG_R | 85 | ND: MTG_L | 70 |
NL: IPC_L | 74 | CV: MTG_L | 53 |
CT, cortical thickness; CV, cortical volume; CS, cortical surface area; NL, nodal length path; ND, nodal degree, L, left hemisphere; R, right hemisphere.