Group Guided Fused Laplacian Sparse Group Lasso for Modeling Alzheimer’s Disease Progression
Table 2
Subcortical features from the following 44 () subcortical regions generated by FreeSurfer.
Number
ROI
Laterality
Type
1
Accumbens area
L, R
SV
2
Amygdala
L, R
SV
3
Caudate
L, R
SV
4
Cerebellum cortex
L, R
SV
5
Cerebellum white matter
L, R
SV
6
Cerebral cortex
L, R
SV
7
Cerebral white matter
L, R
SV
8
Choroid plexus
L, R
SV
9
Hippocampus
L, R
SV
10
Inferior lateral ventricle
L, R
SV
11
Lateral ventricle
L, R
SV
12
Pallidum
L, R
SV
13
Putamen
L, R
SV
14
Thalamus
L, R
SV
15
Ventricle diencephalon
L, R
SV
16
Vessel
L, R
SV
17
Brainstem
Bilateral
SV
18
Corpus callosum anterior
Bilateral
SV
19
Corpus callosum central
Bilateral
SV
20
Corpus callosum middle anterior
Bilateral
SV
21
Corpus callosum middle posterior
Bilateral
SV
22
Corpus callosum posterior
Bilateral
SV
23
Cerebrospinal fluid
Bilateral
SV
24
Fourth ventricle
Bilateral
SV
25
Nonwhite matter hypointensities
Bilateral
SV
26
Optic chiasm
Bilateral
SV
27
Third ventricle
Bilateral
SV
28
White matter hypointensities
Bilateral
SV
44 subcortical features calculated were analyzed in this study. Laterality indicates different feature types calculated for L (left hemisphere), R (right hemisphere), or Bilateral (whole hemisphere).