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two-pathway-cnn

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kbhujbal / BRATS_brain_tumor_detection_and_segmentation_twopathwayCNN

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PyTorch implementation of Two Pathway CNN and Cascaded architectures for automatic brain tumor segmentation on BraTS 2020 MRI dataset. Implements TwoPathCNN, InputCascadeCNN, LocalCascadeCNN, and MFCascadeCNN with two-phase training and fully convolutional inference.

deep-learning pytorch image-segmentation medical-image-analysis brain-tumor-segmentation mri-brain convolutional-neural-networks-cnn brats-dataset brats2020 convolutional-neural-networks-cpu two-pathway-cnn
  • Updated Apr 12, 2026
  • Python

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