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Model weights and Visulaizations

You can download the learned weights and their results in the following links.

Dataset Visulization Weights
Synapse [Download] [Download]
ACDC [Download] [Download]

Synapse dataset

Download the preprocessed data (it follows the nnU-Net preprocessing): Download

Training

cd training_scripts
./run_training_synapse.sh

Before running the code above please adjust the script's paths.

Inference

cd evaluation_scripts
./run_evaluation_synapse.sh

Before running the code above please adjust the script's paths.

after running the inference for more deltailed metrics you could do:

cd evaluation_scripts
python inference_synapse_multiprocess.py 0

ACDC dataset

Download the preprocessed data (it follows the nnU-Net preprocessing): Download

Training

cd training_scripts
./run_training_acdc.sh

Before running the code above please adjust the script's paths.

Inference

cd evaluation_scripts
./run_evaluation_acdc.sh

Before running the code above please adjust the script's paths.