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.
Comparison of the glioma grading performance evaluated by 10-fold cross-validation between the baseline concatenating HOG method and our proposed transformed HOG method.
| Dataset | Cell size | Measurements | Our method (SD) | Baseline method (SD) |
| DS-Grade | 18 | ACC | 76.3% (2.4) | 72.0% (2.3) |
| SEN | 83.7% (3.2) | 72.5% (3.4) | ||
| SPE | 68.7% (2.7) | 71.6% (2.8) | ||
| AUC | 0.806 (0.022) | 0.777 (0.021) |
