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Table 2 Top 15 most discriminating regional features that were selected using the proposed classification framework

From: Analyzing brain structural differences among undergraduates with different grades of self-esteem using multiple anatomical brain network

No. Name of ROI L/R Tissue Brain lobe Frequency
1 Middle frontal gyrus R WM Frontal lobe 185
2 Superior occipital gyrus R GM Occipital lobe 144
3 Precentral gyrus R Thickness Central region 141
4 Middle occipital gyrus L GM Occipital lobe 102
5 Supplementary motor area R WM Frontal lobe 86
6 Posterior cingulate gyrus L CSF Limbic lobe 75
7 Middle frontal gyrus L WM Frontal lobe 73
8 Posterior cingulate gyrus L Thickness Limbic lobe 70
9 Middle occipital gyrus R Thickness Occipital lobe 68
10 Angular gyrus R WM Parietal lobe 64
11 Precuneus R Thickness Parietal lobe 58
12 Cuneus L WM Occipital lobe 58
13 Middle temporal gyrus L Area Temporal lobe 54
14 Precuneus L Thickness Parietal lobe 53
15 Middle occipital gyrus L Thickness Occipital lobe 53
  1. L: left hemisphere; R: right hemisphere; GM: gray matter volume; WM: white matter volume; CSF: cerebrospinal volume; Thickness: cortical thickness; Area: cortical surface area; Frequency: selected frequency over 100 repetitions of twofold cross-validation