tanaylab / Mendelson_et_al_2023

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Longitudinal machine learning uncouples healthy ageing factors from chronic disease risks

Files in this directory support Mendelson-Cohen et al. work on longitudinal machine learning for modeling healthy ageing.

The code is supplied both as Jupyter notebooks and R scripts.

The following notebooks are available:

  • build_longevity_models.ipynb
  • Disease_Longevity_UKBB.ipynb
  • score_clustering_UKBB.ipynb
  • score_validation_UKBB.ipynb
  • run_GWAS.ipynb
  • snps.ipynb

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