# LUNA

## Usage


To run this experiment, first download the MRI data from the [LUNA16 dataset](https://luna16.grand-challenge.org/Download/). Then, run `create_luna_dataset.py` to pre-process and generate the dataset. To train a hyper-diffusion model, run `train_hyperdiffusion.py` (providing the path to the dataset). Baseline models can be trained using `train_ddpm.py` and `train_dropout.py`.