Tumor Classification on Lung CT scans
99.18AccuracyProposed CNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed CNNPre-trained on=Kidney dataset, Pre-training Epochs=752026.06 | 99.18 | 99.56 | 98.55 | 99.1 | |
| Proposed CNNPre-trained on=Brain dataset, Pre-training Epochs=752026.06 | 98.45 | 99.71 | 96.38 | 97.87 | |
| VGG19Training Strategy=Retrained for 20 epochs2026.06 | 98.18 | 99.27 | 96.39 | 97.56 | |
| VGG16Training Strategy=Retrained for 20 epochs2026.06 | 96.36 | 100 | 90.36 | 94.94 | |
| DenseNet121Training Strategy=Retrained for 20 epochs2026.06 | 83.18 | 92.7 | 67.47 | 75.17 | |
| XceptionTraining Strategy=Retrained for 20 epochs2026.06 | 66.36 | 99.27 | 12.05 | 21.28 | |
| MobileNetV2Training Strategy=Retrained for 20 epochs2026.06 | 64.55 | 97.08 | 10.84 | 18.75 |