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
DescriptorCut-offPekingKennedy KriegerNeuroIMAGENew YorkOHSUAll sites
SpecSensScoreSpecSensScoreSpecSensScoreSpecSensScoreSpecSensScoreSpecSensScore

Unweighted graphCloseness 0.1100%0%50%100%0%50%100%0%50%100%0%50%100%0%50%100%0%50%
0.15100%0%50%100%0%50%100%0%50%100%0%50%100%0%50%100%0%50%
0.25100%0%50%100%0%50%100%0%50%100%0%50%100%0%50%100%0%50%
Between0.161%37%49%80%24%52%52%47%50%59%56%58%45%37%41%62%45%54%
0.1559%40%50%72%19%46%61%47%54%59%55%57%52%40%46%63%44%54%
0.2563%38%51%77%19%48%78%47%63%57%60%59%48%31%40%61%44%52%
Degree0.166%44%55%82%19%51%43%42%43%59%59%59%50%43%46%63%43%53%
0.1565%50%57%82%24%53%57%47%52%60%63%62%50%37%44%63%40%51%
0.2561%49%55%77%19%48%61%63%62%58%68%63%48%31%40%65%44%54%

Weighted graphCloseness62%35%48%87%5%46%57%42%49%46%51%48%62%54%58%65%31%48%
Between62%44%53%85%0%43%48%37%42%52%58%55%83%63%73%62%43%53%
Degree59%44%51%80%29%54%61%68%65%60%66%63%55%37%46%62%50%56%
EVC59%38%49%85%19%52%61%37%49%58%68%63%57%31%44%74%41%58%
Burt100%0%50%100%0%50%100%0%50%100%0%50%100%0%50%100%0%50%