Code were uploaded onto each branches.
We'll keep modifying this page and repository for ascertain reproducibility.
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"training" branch: Code used to train deep learning model to predict FVC and FEV1.
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"test" branch: Code used to get test results, and related figures and tables.
- 2023-02-09 We have uploaded a revised version of the IPython notebook for inference testing. The model weights can be obtained upon request.
filename : PFT_prediction_model_test_build_from_LDCT_healthscreening_dataset.ipynb
* Credits
the I3D network we used were based on https://github.com/dlpbc/keras-kinetics-i3d