Code to the paper "AI-driven Preclinical Disease Risk Assessment Using Imaging in UK Biobank"
This is a copy of the code from the cluster. The paths and configuration files are removed for privacy reasons. The code is provided as is.
The structure of the code is as follows:
- PrepareDataset implements the data preparation and dataset constructions using UK Biobank ICD-code sources
- TwoDImage implements the experiments with ResNet 3D images.
- analysisNumericFeatures implements the experiments with the non-image and image-derived (radiomics) features.
Please create issue if you have any questions.
conda env create -f env.yml
conda activate ukb