Table 8 Accuracy comparison of pre-trained CNN models with proposed method on different medical image datasets
From: A novel adaptive momentum method for medical image classification using convolutional neural network
Dataset | Xception | ResNet50 | VGG16 | Proposed model |
|---|---|---|---|---|
REMBRANDT | 0.87 | 0.91 | 0.94 | 0.95 |
Chest X-ray | 0.83 | 0.84 | 0.88 | 0.85 |
Covid-19 | 0.96 | 0.98 | 0.52 | 0.93 |