Table 3 The top 10 MRI features (left column) and demographic, genetic, and cognitive measurements (right column) identified by sparse logistic regression with stability selection are ordered in decreasing order of stability scores
From: Sparse learning and stability selection for predicting MCI to AD conversion using baseline ADNI data
MRI | Demographic, genetic, and cognitive |
|---|---|
Volume (WM Parcellation) of Left Hippocampus | FAQ: Activities of Daily Living |
Volume (Cortical Parcellation) of Left Entorhinal | APOE genotyping |
Surface Area of Left Rostral Anterior Cingulate | LDEL: Logical Memory delayed |
Volume (Cortical Parcellation) of Right Inferior Parietal | ADAS-cog subscore 4 |
Cortical Thickness Average of Left Isthmus Cingulate | ADAS-cog subscore 1 |
Volume (Cortical Parcellation) of Left Cuneus | ADAS-cog subscore 7 |
Volume (WM Parcellation) of Right Amygdala | ADAS-cog subscore 5 |
Cortical Thickness Average of Right Entorhinal | TRAA: Trail Making Test: Part A |
Volume (WM Parcellation) of Left Amygdala | ADAS-cog subscore 10 |
Cortical Thickness Average of Left ParsOrbitalis | Years of Education |