healthcare analytics Tag

26 May Health Data News Roundup: Healthcare AI Needs Quality Data; MA Transparency Overhaul; and C3HIE Live on TEFCA

Posted at 08:25h in Health Data News Roundup by Matt Langan 0 Comments

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Welcome to the Health Data Weekly News Roundup from IMAT Solutions. As the power of data continues to grow in the healthcare arena, today’s care organizations need to be on the forefront of all news and trends to help ensure that their data analytics efforts deliver accountable and informed care. Each week, we will provide you with the actionable news you need to meet these goals. Why Quality Data is Key to Healthcare AI Fulfilling Its...

22 May Medicare Advantage Compliance Is Entering a New Phase. Health Plans Need Better Data Foundations.

Posted at 05:13h in Medicare Advantage by Matt Langan 0 Comments

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Top Takeaways • Medicare Advantage oversight is intensifying as CMS and federal regulators place greater scrutiny on audit readiness, risk adjustment accuracy, and data integrity. • Risk adjusted data validation is becoming more critical as plans prepare for increasing compliance expectations and operational complexity.• Fragmented data environments create compliance risk when clinical, claims, and encounter data cannot be trusted or validated consistently.• Audit ready data infrastructure is becoming essential as health plans face growing pressure to support...

13 May AI Is Moving Beyond Experimentation. MSSP ACOs Need the Data Infrastructure to Keep Up.

Posted at 16:35h in Hospitals and Clinics by Matt Langan 0 Comments

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Top Takeaways • AI is moving from experimental to operational across MSSP ACOs as organizations increasingly embed AI into clinical, quality, and care management workflows.• Real-time data infrastructure is becoming essential as ACOs shift from retrospective reporting toward continuous performance monitoring and operational decision making.• Fragmented and delayed data remains a major barrier to scalable AI adoption and value-based care success.• MSSP APP reporting is accelerating the need for trusted data as ACOs move toward full...

04 May Health Data News Roundup: Healthcare AI No Longer Experimental; CMS Health Tech Ecosystem and HIEs; and Prior Authorization Standardization

Posted at 09:14h in Health Data News Roundup by Matt Langan 0 Comments

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Welcome to the Health Data Weekly News Roundup from IMAT Solutions. As the power of data continues to grow in the healthcare arena, today’s care organizations need to be on the forefront of all news and trends to help ensure that their data analytics efforts deliver accountable and informed care. Each week, we will provide you with the actionable news you need to meet these goals. AI in Healthcare is No Longer Experimental AI is no longer...

29 Apr Healthcare Business Today: Why MSSP ACOs Must Rethink Data Infrastructure for the APP Era

Posted at 10:53h in Hospitals and Clinics by Matt Langan 0 Comments

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Top Takeaways • APP reporting requires MSSP ACOs to move beyond sampling and manual chart abstraction to support full population digital quality reporting.• Clinical data quality now directly impacts performance, making complete, standardized, and report ready data essential for accurate measurement.• Fragmented data environments across EHRs, coding systems, and provider workflows make full population reporting far more difficult at scale.• Manual chart chasing is no longer sustainable and is being replaced by centralized data curation and...