Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
AUC and diagnostic accuracy of machine learning models.
| Logistic Regression | Support Vector Machine | |
|---|---|---|
| T2 | 0.87 ± 0.07 (0.4) | 0.86 ± 0.05 (0.4) |
| GdT1 | 0.93 ± 0.06 (0.9) * | 0.89 ± 0.10 (0.7) |
| T2 + GdT1 | 0.95 ± 0.07 (0.7) | 0.92 ± 0.07 (0.7) |
The numbers in each cell represent AUC (mean ± standard deviation) and diagnostic accuracy in parentheses. Abbreviations: area under the curve—AUC; T2-weighted image—T2; post-gadolinium T1-weighted image—GdT1. * Highest accuracy.
