ALS and smartphone sensor data

This repository accompanies the manuscript preprint "Tracking ALS disease progression using passively collected smartphone sensor data".

The repository contains the R code used to do all data preprocessing and statistical data analyses included in the manuscript. The repository does not contain data.

Repository navigation

• /doc/data_preprocessing_pipeline.txt contains a detailed list of steps done for data preprocessing. For each step, it includes references to specific R scripts / Python scripts / Jupyter Notebooks, located in /R/data_preprocessing, /py, or /ipynb directory, respectively.

• /doc/data_analysis_pipeline.txt contains a detailed list of steps done for statistical data analysis. For each step, it includes references to specific R scrips located in /R/data_analysis directory.