GitHub - pheonix-18/3D-Unet-BraTS-PyTorch: Tumor Doc: Brain tumor segmention using Deep Learning Method 1

Name		Name	Last commit message	Last commit date
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3DUnet.ipynb		3DUnet.ipynb
README.md		README.md
criterion.py		criterion.py
dataset.py		dataset.py
model.py		model.py
preprocess.py		preprocess.py
requirements.txt		requirements.txt
slurm-24799.out		slurm-24799.out
train.py		train.py
train.slurm		train.slurm
train.txt		train.txt
val.txt		val.txt

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Brain Tumor Segmentaion using 3D-UNet, BraTS Dataset

To run the code

python3 train.py

10 Epochs Results:

Model	Loss	Label 1	Label 2	Label 3
3D-UNet	1.08	0.72	0.47	0.74

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Tumor Doc: Brain tumor segmention using Deep Learning Method 1

pytorch unet 3d-models brain-tumor-segmentation brats2018 3dunet

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