revenue management

Predicting Credit Risk in Medical Billing Using R

Medical billing involves millions of dollars in claims and reimbursements. Identifying which patients or insurance providers are likely to delay or underpay can improve cash flow, reduce bad debt, and streamline the revenue cycle. In this post, I’ll walk you through how I built a predictive credit risk model using R, tailored to the medical billing industry.