Table 3.
Top 30 ranked features for DNN models grouped by category (R, Right; L, Left; curv, mean curvature; thick, thickness; vol, volume).
| Sub-cortical volume | Cortical features | WM volumes | Global features |
|---|---|---|---|
| (5) L Thalamus | (1) L superiorfrontal thick | (10) wm L transversetemporal | (9) WM hypointensities |
| (6) R Thalamus | (11) L superiorfrontal vol | (18) wm R precentral | (3) Brain Stem |
| (13) L Putamen | (2) R superiorfrontal thick | (27) SubCortGrayVol | |
| (16) R Putamen | (12) R superiorfrontal vol | ||
| (7) 3rd Ventricle | (8) L lateraloccipital thick | ||
| (14) L Lateral Ventricle | (17) R rostralmiddlefrontal thick | ||
| (15) R Lateral Ventricle | (19) L inferiortemporal curv | ||
| (22) L choroid plexus | (20) R inferiortemporal curv | ||
| (23) R choroid plexus | (4) L transversetemporal curv | ||
| (21) R caudalanteriorcingulate curv | |||
| (26) R posteriorcingulate curv | |||
| (28) R cuneus curv | |||
| (24) R superiorfrontal vol | |||
| (25) R parsorbitalis vol | |||
| (29) L superiorparietal curv | |||
| (30) L lateralorbitofrontal curv |
The ranking position for each feature is reported in brackets.