Group Guided Fused Laplacian Sparse Group Lasso for Modeling Alzheimer’s Disease Progression

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