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ALS -- wearables project

This repository accompanies the manuscript preprint "Wearable device and smartphone data can track ALS disease progression and may serve as novel clinical trial outcome measures".

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.

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

  • /doc/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.