Published January 25, 2026
| Version 0.1.1
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Open
EfficientNet-UNet-Brain-Tumor-Segmentation-TVC
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Description
Implements an EfficientNet-B0 encoder with a U-Net decoder for whole brain tumor MRI segmentation. The full training/testing pipeline runs in one Jupyter Notebook on BraTS2020, focusing on accuracy, efficiency, reproducibility, and explainability using Grad-CAM.
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If you use this software, please cite it as below.
Files
Aleena-Shafiq/EfficientNet-UNet-Brain-Tumor-Segmentation-TVC-0.1.1.zip
Files
(5.4 MB)
| Name | Size | Download all |
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md5:adad04c1b3996226fb525ee45306d0f8
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Additional details
Related works
- Is supplement to
- Software: https://github.com/Aleena-Shafiq/EfficientNet-UNet-Brain-Tumor-Segmentation-TVC/tree/0.1.1 (URL)