Research Article

Improved Diagnostic Multimodal Biomarkers for Alzheimer’s Disease and Mild Cognitive Impairment

Table 3

Model performance.

AnalysisCohortAccuracySensitivitySpecificityAUC

HC-ADCalibration set0.877 (0.792–0.948)0.849 (0.696–0.964)0.905 (0.75–1)0.945 (0.889–0.987)
Test set0.8540.9130.80.922

HC-MCICalibration set0.802 (0.718–0.877)0.862 (0.75–0.957)0.704 (0.531–0.875)0.864 (0.789–0.934)
Test set0.7850.8050.750.841

MCI-ADCalibration set0.838 (0.781–0.892)0.476 (0.281–0.68)0.941 (0.88–0.989)0.838 (0.76–0.911)
Test set0.80.3330.930.815

Calibration set results represent the mean of the 1,000 bootstrap samples and the values in parenthesis represent the 95% confidence intervals.