Table 4 Comparison of Existing and proposed improved ResNet model for Whole Tumor Region (WT)
From: An early detection and segmentation of Brain Tumor using Deep Neural Network
| Â | Whole Tumor Region (WT) | ||
|---|---|---|---|
Performance Measuring Parameter | Existing CNN Model | Existing FCN Model | Proposed Improved ResNet |
JC | 0.6695 | 0.6785 | 0.6308 |
DICE Score | 0.879 | 0.874 | 0.864 |
Sensitivity | 0.7648 | 0.7465 | 0.7365 |
Specificity | 0.854 | 0.846 | 0.923 |
Accuracy | 0.825 | 0.826 | 0.879 |