SuPreM / README.md
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---
license: apache-2.0
---
# Instructions
### 1-Download
Download the singularity container.
```
wget https://huggingface.co/qicq1c/SuPreM/resolve/main/suprem_final.sif
```
### 2-Data preparation
This is how `inputs_data` organizes
```
$inputs_data/
β”œβ”€β”€ casename00001
β”‚ └── ct.nii.gz
β”œβ”€β”€ casename00002
β”‚ └── ct.nii.gz
β”œβ”€β”€ casename00003
β”‚ └── ct.nii.gz
...
```
### 3-Inference
You can directly perform inference on your own data. Simply modify `inputs_data` into your data path and adjust `outputs_data` to specify the desired output location for the segmentation results.
```
SINGULARITYENV_CUDA_VISIBLE_DEVICES=0 singularity run --nv -B $inputs_data:/workspace/inputs -B $outputs_data:/workspace/outputs suprem_final.sif
```
This is how `outputs_data` organizes
```
$outputs_data/
β”œβ”€β”€ casename00001
β”œβ”€β”€ casename00002
β”œβ”€β”€ casename00003
│── combined_labels.nii.gz
└── segmentations
β”œβ”€β”€ aorta.nii.gz
β”œβ”€β”€ gall_bladder.nii.gz
β”œβ”€β”€ kidney_left.nii.gz
β”œβ”€β”€ kidney_right.nii.gz
β”œβ”€β”€ liver.nii.gz
β”œβ”€β”€ pancreas.nii.gz
β”œβ”€β”€ postcava.nii.gz
β”œβ”€β”€ spleen.nii.gz
β”œβ”€β”€ stomach.nii.gz
β”‚
...
```