Intelligent Medical Coding and Risk Adjustment Systems

Authors

Triveni Kolla
Senior Business Intelligence Developer

Synopsis

Intelligent medical coding automates the assignment of standard codes to clinical documents. These codes are employed to support revenue generation, audit preparedness, claims reimbursement, and risk stratification for population health and value-based care management. Risk adjustment attempts to quantify the influence of socio-demographic factors, clinical conditions, resource utilization, and care giver attributes on health system performance metrics. Accurately accounting for these influences helps ensure that care quality is appropriately recognized and penalized or rewarded.

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Published

9 April 2026

How to Cite

Kolla, T. . (2026). Intelligent Medical Coding and Risk Adjustment Systems. In The Healthcare Intelligence Graph: Designing Adaptive and Interconnected Clinical Platforms (pp. 138-157). Deep Science Publishing. https://doi.org/10.70593/978-93-7185-978-3_8