Table 4.
The selected optimal feature set for two classification tasks.
(a) AD vs. NC | ||
---|---|---|
Order | Feature | Regions |
1 | Endline Thickness | Parahippocampal Left (PHG-L) Fusiform Left (FFG-L) |
2 | Clustering Coefficient | Olfactory Left (OLF-L) |
3 | Thinning Speed | Temporal Inferior Right (ITG-R) |
4 | Endline Thickness | Precentral Right (PreCG-R) Frontal Middle Right (MFG-R) |
5 | Clustering Coefficient | Cuneus Right (CUN-R) |
6 | Endline Thickness | Supra Marginal Left (SMG-L) Temporal Supra Left (STG-L) |
7 | Thinning Speed | Temporal Middle Right (MTG-R) Temporal Inferior Right (ITG-R) |
(b) P-MCI vs. S-MCI | ||
---|---|---|
Order | Feature | Regions |
1 | Baseline Thickness | Supra Marginal Left (SMG-L) Angular Left (ANG-L) Parietal Inferior Left (IPL-L) |
2 | Thinning Speed | Postcentral Left (PoCG-L) |
3 | Thinning Ratio | Temporal Middle Left (MTG-L) |
4 | Clustering Coefficient | Fusiform Left (FFG-L) |
5 | Thinning Speed | Paracentral Lobule Left (PCL-L) |
6 | Thinning Speed | Temporal Middle Right (MTG-R) Temporal Supra Right (STG-R) |