HR-UVnet : A spatial domain and frequency domain dual-branch network for COVID-19 diagnosis

## Installation Clone the repo:

git clone https://github.com/flashxin/HR-UVnet.git

Dataset download link

• SARS-Cov-2 CT Scan:https://www.kaggle.com/datasets/plameneduardo/sarscov2-ctscan-dataset
• COVID-CTset:https://www.kaggle.com/datasets/mohammadrahimzadeh/covidctset-a-large-covid19-ct-scans-dataset
• Chest X-ray:https://www.kaggle.com/datasets/jtiptj/chest-xray-pneumoniacovid19tuberculosis/code

Data Preprocess

File directory organization

└── Train
          ├── 0
            ├──XXX1.png
            ├──XXX2.png
                    :
            └──XXXn.png
          ├── 1
                    :
          └── n
└── Val
          ├── 0
          ├── 1
                    :
          └── n

Custom datasets

If you want to use your own dataset or generalize our methodology, you need to complete two steps.

• Adjust the file directory to meet the code requirements
• Modify the path to the dataset in /net/LoadDataset.py

Citation

• If you found our work useful in your research, please consider citing our work at:

    #No published paper, will be updated later