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Risk-adjustment modeling may improve management programs' interface with patients thus decreasing costs. This method may be generalized to other healthcare settings.

Reducing Healthcare Costs Through Patient Targeting: Risk Adjustment Modeling to Predict Patients Remaining High-Cost