Research Article
Abnormal Functional Resting-State Networks in ADHD: Graph Theory and Pattern Recognition Analysis of fMRI Data
Table 2
Typical developing versus ADHD classification: sensitivity, specificity, and score for each centrality descriptor.
| Typical Developing versus ADHD | | Descriptor | Cut-off | Peking | Kennedy Krieger | NeuroIMAGE | New York | OHSU | All sites | | Spec | Sens | Score | Spec | Sens | Score | Spec | Sens | Score | Spec | Sens | Score | Spec | Sens | Score | Spec | Sens | Score |
| Unweighted graph | Closeness |
0.1 | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 0.15 | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 0.25 | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | Between | 0.1 | 61% | 37% | 49% | 80% | 24% | 52% | 52% | 47% | 50% | 59% | 56% | 58% | 45% | 37% | 41% | 62% | 45% | 54% | 0.15 | 59% | 40% | 50% | 72% | 19% | 46% | 61% | 47% | 54% | 59% | 55% | 57% | 52% | 40% | 46% | 63% | 44% | 54% | 0.25 | 63% | 38% | 51% | 77% | 19% | 48% | 78% | 47% | 63% | 57% | 60% | 59% | 48% | 31% | 40% | 61% | 44% | 52% | Degree | 0.1 | 66% | 44% | 55% | 82% | 19% | 51% | 43% | 42% | 43% | 59% | 59% | 59% | 50% | 43% | 46% | 63% | 43% | 53% | 0.15 | 65% | 50% | 57% | 82% | 24% | 53% | 57% | 47% | 52% | 60% | 63% | 62% | 50% | 37% | 44% | 63% | 40% | 51% | 0.25 | 61% | 49% | 55% | 77% | 19% | 48% | 61% | 63% | 62% | 58% | 68% | 63% | 48% | 31% | 40% | 65% | 44% | 54% |
| Weighted graph | Closeness | — | 62% | 35% | 48% | 87% | 5% | 46% | 57% | 42% | 49% | 46% | 51% | 48% | 62% | 54% | 58% | 65% | 31% | 48% | Between | — | 62% | 44% | 53% | 85% | 0% | 43% | 48% | 37% | 42% | 52% | 58% | 55% | 83% | 63% | 73% | 62% | 43% | 53% | Degree | — | 59% | 44% | 51% | 80% | 29% | 54% | 61% | 68% | 65% | 60% | 66% | 63% | 55% | 37% | 46% | 62% | 50% | 56% | EVC | — | 59% | 38% | 49% | 85% | 19% | 52% | 61% | 37% | 49% | 58% | 68% | 63% | 57% | 31% | 44% | 74% | 41% | 58% | Burt | — | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% | 100% | 0% | 50% |
|
|