TABLE 2.
Validation experiments | ||||||||
---|---|---|---|---|---|---|---|---|
Histogram comparison | Intra‐inter subject comparison | t‐SNE | Cortical features comparison | Brain age prediction | Traveling subjects (1.5 T vs. 3 T) | Traveling subjects (12 scans) | ||
ADNI | Testing images | N = 4; age range = 67–70 | ||||||
PPMI | N = 8; age range = 67–70 | |||||||
UKBB | N = 10; age range = 45–55 | |||||||
ADNI | Extra images | N = 290; age range = 55–65 | N = 290; age range = 55–65 | N = 220; age range = 55–75 | N = 44; age range = 55–72 | |||
PPMI | N = 185; age range = 55–65 | N = 185; age range = 55–65 | N = 190; age range = 47–76 | |||||
UKBB | N = 300; age range = 55–65 | N = 300; age range = 55–65 | N = 200; age range = 47–78 | |||||
Tong | N = 3; age range = 23–26 |
Abbreviations: ADNI, Alzheimer's Disease Neuroimaging Initiative; PPMI, Parkinson's Progression Markers Initiative; UKBB, UK Biobank.