Table 2 Comparison of Existing and proposed improved ResNet model for Core Tumor Region (CT)
From: An early detection and segmentation of Brain Tumor using Deep Neural Network
Core Tumor Region (CT) | |||
|---|---|---|---|
Performance Measuring Parameter | Existing CNN Model | Existing FCN Model | Proposed Improved ResNet |
JC | 0.6485 | 0.6225 | 0.658 |
DICE Score | 0.9245 | 0.889 | 0.924 |
Sensitivity | 0.7815 | 0.7256 | 0.7613 |
Specificity | 0.831 | 0.814 | 0.835 |
Accuracy | 0.814 | 0.789 | 0.854 |