Research Article

Application Value of Machine Learning Method in Measuring Gray Matter Volume of AIDS Patients

Table 1

Top ten brain regions with the largest difference in gray matter volume between AIDS patients and controls in linear support vector machine classification.

AreaRegion of interest (ROI)ROI weight (%)

Right postcentral gyrus80561.84
Left superior parietal gyrus45921.59
Right paracentral lobule16001.54
Right supplementary motor area51361.52
Left inferior parietal gyrus54081.41
Left heschl gyrus5761.35
Right inferior parietal gyrus33361.27
Right superior parietal gyrus45921.24
Right rolandic operculum31441.21
Left supramarginal gyrus28081.20