Table 3 Comparison of Existing and proposed improved ResNet model for Enhanced Tumor Region (ET)
From: An early detection and segmentation of Brain Tumor using Deep Neural Network
| Â | Enhanced Tumor Region (ET) | Â | Â |
|---|---|---|---|
Performance Measuring Parameter | Existing CNN Model | Existing FCN Model | Proposed Improved ResNet |
JC | 0.6515 | 0.6645 | 0.6328 |
DICE Score | 0.941 | 0.895 | 0.945 |
Sensitivity | 0.7989 | 0.74589 | 0.7989 |
Specificity | 0.854 | 0.865 | 0.926 |
Accuracy | 0.854 | 0.814 | 0.913 |