Table 5 Experimental results 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
Performance Measuring Parameter | Existing CNN Model | Existing FCN Model | Proposed Improved ResNet |
|---|---|---|---|
MSE | 28.647 | 33.9478 | 26.898 |
PSNR | 30.789 | 29.898 | 21.457 |
Computation Time (in Minutes) | 112 | 214 | 74 |