Ian M. Carroll

This paper introduces HiFIT, a framework for high-dimensional biomarker identification that improves disease prediction and feature importance detection using machine learning.

This study compares the effects of grain-based diets and purified diets with varying fiber content on gut morphology and microbial communities in mice.

This paper introduces LP-Micro, a machine learning framework for analyzing longitudinal microbiome data to identify time-varying biomarkers predictive of disease outcomes.