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- # ProjectNeura: SegSTRONG-C
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-
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- ## Usage
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-
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- ### Build Docker Image
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-
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- ``` shell
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- docker build --no-cache ./ -t segstrongc:projnura
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- ```
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-
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- ### Create Docker Container
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-
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- ``` shell
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- docker run --ipc=host --rm -v " C:/SharedDatasets/SegSTRONGC_release/SegSTRONGC_nnunet:/workspace/data" --gpus=" device=0" -it segstrongc:projnura
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- ```
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-
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- ### Transfer Data
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-
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- ``` shell
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- python data_transfer.py
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- ```
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-
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- ### Set Environment Variables
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-
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- ``` shell
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- export nnUNet_raw=/workspace/data/nnUNet_raw
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- export nnUNet_preprocessed=/workspace/data/nnUNet_preprocessed
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- export nnUNet_results=/workspace/data/nnUNet_weights
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- ```
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-
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- ### Preprocess
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-
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- ``` shell
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- nnUNetv2_plan_and_preprocess -d 1 --verify_dataset_integrity -pl nnUNetPlannerResEncM
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- ```
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-
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- ### Train
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-
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- ``` shell
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- nnUNetv2_train 1 2d all -p nnUNetResEncUNetMPlans -device cuda
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- ```
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-
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- ### Predict
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-
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- ``` shell
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- nnUNetv2_predict -i /workspace/val/smoke_nnunet -o /workspace/val/smoke_predicted -d 1 -c 2d -p nnUNetResEncUNetMPlans -f all --save_probabilities
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- nnUNetv2_predict -i /workspace/val/lb_nnunet -o /workspace/val/lb_predicted -d 1 -c 2d -p nnUNetResEncUNetMPlans -f all --save_probabilities
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- nnUNetv2_predict -i /workspace/val/blood_nnunet -o /workspace/val/blood_predicted -d 1 -c 2d -p nnUNetResEncUNetMPlans -f all --save_probabilities
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- ```
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