Table 3.
Measured sensitivity, specificity, and accuracy of tissue classification using fine-tuned VGG-19.
Tissue | Accuracy | Sensitivity | Specificity |
---|---|---|---|
Calcification | 0.95 | 0.92 | 0.99 |
Fibrosis | 1.00 | 1.00 | 1.00 |
Normal intima | 1.00 | 1.00 | 1.00 |
Macrophage | 0.95 | 0.91 | 1.00 |
Media | 1.00 | 1.00 | 1.00 |
Neovascularization | 0.99 | 1.00 | 0.99 |