Tumor Classification on Kidney CT scans
99.96AccuracyProposed CNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed CNNPre-trained on=Brain dataset, Pre-training Epochs=752026.06 | 99.96 | 99.92 | 100 | 99.91 | |
| Proposed CNNPre-trained on=Lung dataset, Pre-training Epochs=752026.06 | 99.87 | 99.75 | 100 | 99.87 | |
| VGG16Training Strategy=Retrained for 20 epochs2026.06 | 99.67 | 99.33 | 100 | 99.67 | |
| VGG19Training Strategy=Retrained for 20 epochs2026.06 | 99 | 99.67 | 98.33 | 98.99 | |
| DenseNet121Training Strategy=Retrained for 20 epochs2026.06 | 87 | 81 | 93 | 87.74 | |
| MobileNetV2Training Strategy=Retrained for 20 epochs2026.06 | 66.33 | 98 | 34.67 | 50.73 | |
| XceptionTraining Strategy=Retrained for 20 epochs2026.06 | 64.83 | 68.67 | 61 | 63.43 |