Table 5.
Top 30 selected MRI features and ROIs by GFL-SGL on the prediction ADAS and MMSE measures.
| Num. | ADAS | MMSE | ||
|---|---|---|---|---|
| Features | Groups | Features | Groups | |
| 1 | SV of L.HippVol | L.Hippocampus | SV of L.HippVol | L.Hippocampus |
| 2 | TA of L.MidTemporal | L.MidTemporal | TA of L.MidTemporal | L.InfLatVent |
| 3 | TA of R.Entorhinal | L.InfLatVent | TA of R.Entorhinal | L.MidTemporal |
| 4 | CV of R.Entorhinal | R.Entorhinal | CV of R.Entorhinal | R.Entorhinal |
| 5 | SV of L.InfLatVent | L.CerebellCtx | SV of L.InfLatVent | R.InfLatVent |
| 6 | SV of L.CerebellCtx | L.Thalamus | CV of L.MidTemporal | L.InfParietal |
| 7 | TA of L.InfTemporal | L.Pallidum | TA of L.InfParietal | CC_Ant |
| 8 | TS of L.Parahipp | CC_Ant | SV of R.InfLatVent | WMHypoInt |
| 9 | TA of R.InfParietal | R.InfParietal | TS of L.Parahipp | R.InfParietal |
| 10 | CV of L.Precentral | L.Precentral | TS of R.RostAntCing | L.Parahipp |
| 11 | TA of L.Precuneus | L.InfTemporal | TA of R.InfParietal | R.RostAntCing |
| 12 | SV of L.ThalVol | L.Precuneus | CV of L.InfParietal | Brainstem |
| 13 | TS of L.ParsTriang | R.Precentral | SV of CC_Ant | L.Supramarg |
| 14 | SV of L.PallVol | L.Parahipp | CV of R.InfParietal | R.Precentral |
| 15 | CV of R.Precentral | L.ParsTriang | SV of WMHypoInt | 4thVent |
| 16 | SA of L.Supramarg | L.Supramarg | TA of R.TransvTemporal | R.TransvTemporal |
| 17 | TA of L.Postcentral | L.Postcentral | TS of L.InfParietal | R.BanksSTS |
| 18 | CV of R.InfParietal | CSF | SA of L.Supramarg | L.InfTemporal |
| 19 | SV of CC_Ant | OpticChiasm | CV of L.Supramarg | L.Precentral |
| 20 | SA of L.RostAntCing | L.TemporalPole | SA of R.InfParietal | R.Cuneus |
| 21 | TA of R.Precentral | R.TransvTemporal | SA of L.MidTemporal | L.Amygdala |
| 22 | CV of L.TemporalPole | L.LatOrbFrontal | TA of L.Parahipp | OpticChiasm |
| 23 | CV of L.LatOrbFrontal | L.RostAntCing | TA of R.Precentral | L.MedOrbFrontal |
| 24 | CV of R.TransvTemporal | R.CerebWM | TA of L.InfTemporal | L.IsthmCing |
| 25 | TS of L.SupFrontal | R.SupParietal | SA of L.Parahipp | L.ParsOper |
| 26 | TS of R.Parahipp | L.SupFrontal | CV of R.Precentral | L.CerebellCtx |
| 27 | CV of R.SupParietal | R.AccumbensArea | CV of R.TransvTemporal | L.ParsTriang |
| 28 | CV of L.MidTemporal | R.Cuneus | TA of R.BanksSTS | R.ParsOper |
| 29 | TS of L.Precentral | 3rdVent | SA of L.InfParietal | L.Precuneus |
| 30 | TS of L.InfTemporal | L.IsthmCing | CV of L.Precentral | R.Fusiform |