Brain Tumor Classification on BraTS 2019
99AccuracyVGG16, VGG19, ResNet50, ResNet101, InceptionResNetV2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VGG16, VGG19, ResNet50, ResNet101, InceptionResNetV2Features extracted=High-level feature maps extracted from flattened layers/global average pooling layers2025.02 | 99 | — | — | — | |
| UniVisNetFeatures extracted=Unified Visualization and Classification Network: subregion-based attention mechanism, multiscale feature maps are fused to achieve higher resolution2025.02 | 89.3 | — | 90.4 | 85.3 |