ENABLAge

This repository provides the dataset, models and code for paper "An explainable AI framework for interpretable biological age".

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
models		models
.gitignore		.gitignore
README.md		README.md
SHAPAge_PhenoAge_BioAge.ipynb		SHAPAge_PhenoAge_BioAge.ipynb
SHAP_age_calculation.py		SHAP_age_calculation.py
SHAP_age_exponential.py		SHAP_age_exponential.py
SHAP_age_get_shap_age_cox.py		SHAP_age_get_shap_age_cox.py
Supplementary_File_1_UKB_feature_set.csv		Supplementary_File_1_UKB_feature_set.csv
Supplementary_File_2_NHANES_feature_set.csv		Supplementary_File_2_NHANES_feature_set.csv
decomposed_all-cause_EXPECT_Age.ipynb		decomposed_all-cause_EXPECT_Age.ipynb
initial_processing_linear_cox_GeoValidatoin.py		initial_processing_linear_cox_GeoValidatoin.py
initial_processing_xgboost_cox_GeoValidation.py		initial_processing_xgboost_cox_GeoValidation.py
plotting.ipynb		plotting.ipynb
sankey_plot.ipynb		sankey_plot.ipynb

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