Research Article

Cloud-Based Brain Magnetic Resonance Image Segmentation and Parcellation System for Individualized Prediction of Cognitive Worsening

Table 3

List of the standardized regression coefficients for each of the image and non‐image factors, obtained from the LASSO regression analysis.

FactorsStandardized regression coefficients

Age0.606014
Middle temporal gyrus, left (Level 5)0.555413
Claustrum, right (Level 5)0.33835
Baseline MMSE score0.221676
External capsule, right (Level 5)0.203446
Temporal lobe, left (Level 4)0.184202
Angular gyrus, right (Level 4)0.179487
Superior parietal white matter, left (Level 5)0.147153
Angular gyrus, left (Level 4)0.146566
Fimbria, left (Level 5)0.131843
Middle temporal gyrus, right (Level 5)0.119239
Inferior occipital gyrus, left (Level 4)0.09018
Middle frontal gyrus, left (Level 5)0.083102
Posterior cingulate cortex, right (Level 5)0.080805
Posterior cingulate cortex, left (Level 5)0.074983
Superior parietal white matter, right (Level 5)0.068838
Middle occipital gyrus, left (Level 4)0.060132
Superior frontal gyrus, left (Level 5)0.052995
Fimbria, right (Level 5)0.045444
Inferior deep parietal white matter, left (Level 4)0.014723
Peripheral frontal white matter, right (Level 4)−3.00E − 05
Inferior frontal white matter, right (Level 5)−0.01381
Lateral frontoorbital gyrus white matter (Level 5)−0.03149
Lingual gyrus white matter, right (Level 5)−0.04243
Postcentral gyrus white matter, left (Level 5)−0.07299
Postcentral gyrus, right (Level 4)−0.08223
Fornix, right (Level 4)−0.08814
Dorsal anterior cingulate cortex, right (Level 5)−0.10213
Gyrus rectus white matter, left (Level 5)−0.16791
Mammillary body, right (Level 5)−0.25573
Sylvian fissure and temporal sulcus, right (Level 4)−0.29769