Philip Polgreen

A Machine-Learned Comorbidity Index

Traditional comorbidity scores (e.g., Charlson and Elixhauser) are widely used for risk adjustment and patient stratification, but they have two key limitations: they are largely mortality-centric and do not align well with other outcomes, and their linear, rule-based structure cannot capture nonlin…