Author tries to investigate the associations between gut microbiota composition and AD biomarkers using ML models in patients with AD, MCI and SCD.
Methods:
Statistical Inference and Machine Learning. Machine Learning Model used: XGBoost (Extreme gradient boosting trees). Then, use logistic regression to obtain effect sizes of associations (between highest ranked microbes and outcome of 3 ML models (predictors)).
