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Comparison of the glioma detection 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-Detect | 20 | ACC | 86.3% (1.4) | 76.8% (1.2) |
| SEN | 89.4% (1.9) | 84.1% (1.9) | ||
| SPE | 80.5% (2.5) | 63.7% (2.4) | ||
| AUC | 0.921 (0.007) | 0.846 (0.013) |
