Research Article
A Selective Ensemble Classification Method Combining Mammography Images with Ultrasound Images for Breast Cancer Diagnosis
Table 5
The effectiveness and necessary of multimodal images.
| | | Accuracy | Sensitivity | Specificity | NPV | PPV | AUC |
| | The integrated classifier based on multimodal images (C1) | 88.73% | 96.77% | 82.50% | 97.06% | 81.08% | 0.8968 | | The integrated classifier on ultrasound images | 85.92% | 83.87% | 87.50% | 87.50% | 83.87% | 0.8363 | | The integrated classifier on mammography images | 83.10% | 80.05% | 85% | 85% | 80.65% | 0.8089 |
|
|
