Optimized Image-Processing Condition | Optimal ROI | Likelihood Ratio χ2 Test Statistic | P Value | AUC | ||
---|---|---|---|---|---|---|
Modulation | Smoothing Kernel Size (mm) | |||||
Test 1 | − | Nonsmoothed | Hippocampus | 111.92 | <.001 | 0.830 |
Test 2 | − | Nonsmoothed | Hippocampus | 113.55 | <.001 | 0.945 |
Precuneus | ||||||
Test 3 | − | Nonsmoothed | Hippocampus | 120.76 | <.001 | 0.869 |
Precuneus | ||||||
Test 4 | − | Nonsmoothed | Hippocampus | 126.04 | <.001 | 0.756 |
Precuneus | ||||||
Test 5 | − | 4 | Hippocampus | 123.10 | <.001 | 0.871 |
Precuneus | ||||||
Parahippocampus | ||||||
Test 6 | + | 8 | Amygdala | 118.83 | <.001 | 0.738 |
Frontal lobe | ||||||
Parietal lobe | ||||||
Test 7 | − | Nonsmoothed | Hippocampus | 124.73 | <.001 | 0.836 |
Precuneus | ||||||
Test 8 | − | Nonsmoothed | Hippocampus | 119.94 | <.001 | 0.871 |
Precuneus | ||||||
Test 9 | − | Nonsmoothed | Hippocampus | 126.26 | <.001 | 0.851 |
Precuneus | ||||||
Test 10 | − | Nonsmoothed | Hippocampus | 127.45 | <.001 | 0.787 |
Precuneus |
↵a Likelihood ratio χ2 test statistic and P values were determined by multivariate logistic regression analyses. Optimal image-processing condition and ROI and diagnostic performance are expressed as area under the curve for each validation group.