Official repo of the paper "Towards Reliable and Explainable AI Model for Pulmonary Nodule Diagnosis"

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For the model training:

python main.py --param-path /your/parameters_file.json
An simple example of parameter file is shown in param.json.

For the model testing:

python test.py
Notice: change the hard-coded variable model_path and test_json for your project.

Requirements

You need to pre-install the following packages for this program:

• pytorch
• tb-nightly
• click
• tqdm
• numpy
• scipy
• scikit-learn
• nibabel
• pytorch-ignite
• strix
• monai_ex
• utils_cw