Code for the article called "Predicting erectile dysfunction after treatment for localized prostate cancer" by H. Hasannejadasl et al."

This repo contains the code required to run the analyses described in the scientific article "Predicting erectile dysfunction after treatment for localized prostate cancer" by H. Hasannejadasl et al.

in order to run the code, researchers need to run the RMD's in the following order: First, run the data exploration RMD file. This file does all the preprocessing necessary to generate the dataset that is used in further machine learning analyses. Then you can run either the 1 year or 2 year document, which will each generate a model for their respective time point.

The scripts folder contains all the handmade functions that are used in the general RMD's.