Accurate HCC coding is critical for patient risk adjustment, as it directly impacts reimbursement models and financial sustainability in value-based care. However, studies indicate that as many as ...

United States, 7th Aug 2024 - In the realm of healthcare, precision is everything. The accuracy of Hierarchical Condition Category (HCC) risk scores plays a pivotal role in the financial health of ...

Artificial intelligence (AI)-enabled tools such as natural language processing (NLP) have been integrated into a wide range of applications, including risk adjustment coding tools, for greater ...

PALO ALTO, Calif., Aug. 19, 2026 /PRNewswire/ -- Penguin Ai, a healthcare-native artificial intelligence company, today announced that its Utilization Management and HCC Risk Adjustment solutions are ...

Hierarchical Condition Category (HCC) coding is one of the areas in healthcare where AI is the obvious solution. On paper, it makes perfect sense. Use it to scan charts, identify diagnoses, group them ...

– Penguin Ai has announced the launch of its Hierarchical Condition Category (HCC) Coding & Risk Adjustment solution as a Snowflake Native App. – By bringing its risk-adjustment intelligence directly ...

Review Proposed Changes for Medicare Advantage Plans in 2024 Discuss the change from Version 24 to Version 28 and the impact on Risk Adjustment Calculation Methodology Explain how Fee-for-Service will ...

There is widespread agreement that taxpayers pay more when Medicare beneficiaries are enrolled in Medicare Advantage (MA) plans than if those beneficiaries were enrolled in traditional Medicare. MA ...

"Modifying the HCC model is not a simple technical update or revision," the AMGA says. CMS recently released proposed changes to the CMS-HCC Risk Adjustment Model for payment year 2024 in February, ...

Part 1 below covers key tradeoffs and the first two of four categories of strategies that have been advanced to improve risk adjustment in Medicare Advantage. Part 2 tomorrow will cover the remaining ...

To facilitate full and accurate Hierarchical Condition Category (HCC) coding, it is crucial that providers take a disciplined approach to documenting medical encounters in patient records. The AAPC ...

Autonomous, explainable AI executes two of the most administratively intensive payer workflows — inside the health plan's own AWS environment. PALO ALTO, Calif., Aug. 19, 2026 /PRNewswire/ -- Penguin ...