TABLE I.
SVM classification results for mp-mri
| Patient # |
Parameter | Sensitivity | Specificity | Classification Rate |
|---|---|---|---|---|
| 1 | ADC | 100% | 100% | 100% |
| DCE | 100% | 100% | 100% | |
| T2W | 60% | 100% | 80% | |
| 2 | ADC | 100% | 100% | 100% |
| DCE | 100% | 100% | 100% | |
| T2W | 80% | 60% | 70% | |
| 3 | ADC | 100% | 100% | 100% |
| DCE | 100% | 100% | 100% | |
| T2W | 100% | 60% | 80% | |
| 4 | ADC | 80% | 100% | 90% |
| DCE | 100% | 100% | 100% | |
| T2W | 100% | 100% | 100% | |
| Overall | ADC | 89% | 100% | 97% |
| DCE | 100% | 100% | 100% | |
| T2W | 92% | 83% | 94% | |
| HOG | ADC | 90% | 35% | 63% |
| DCE | 70% | 80% | 75% | |
| T2W | 80% | 90% | 85% | |
| Gabor | ADC | 70% | 100% | 85% |
| DCE | 60% | 75% | 68% | |
| T2W | 65% | 40% | 53% |