Resource Library

Tag: Clinical Documentation and Coding

Knowledge graphs in healthcare: Use cases, challenges, and key benefits

Learn how knowledge graphs preserve clinical complexity and enhance semantic richness and trustworthiness.

Article

AI and NLP

Why medical necessity for imaging and labs drives so many claim denials

Understand how payers evaluate medical necessity for imaging and lab testing – and where breakdowns occur – to improve reimbursement and workflow…

Article

Financial Return

Shortening the rare disease journey with better data

Learn how embedding research-grade rare disease knowledge into everyday workflows creates a shared, computable understanding across care, research, and life sciences.

Webinar

Clinical Terminology

Why accurate LOINC mapping matters in clinical workflows

Hidden gaps in laboratory data can affect patient safety and financial performance. Learn why LOINC accuracy matters.

Article

Interoperability

Improving denials management at the source

Why validating medical necessity earlier in the workflow matters.

Article

Financial Return

Operationalizing rare disease knowledge in clinical workflows

Get a closer look at how structured rare disease knowledge supports earlier diagnosis and stronger research.

Article

Clinical Documentation and Coding

Laboratory LOINC codes, CMS, and the hidden revenue risk in clinical data

This webinar examines where laboratory data standardization directly affects payment and performance today — and where CMS expectations are headed next.

Webinar

Interoperability

Preventing medical necessity denials in a strained revenue cycle

Although costly, medical necessity denials are not inevitable. See why.

Insight Brief

Financial Return

Why downstream denials management fails for medical necessity

Although costly, medical necessity denials are not inevitable. See why.

Article

Financial Return

Problem list governance solutions clinicians will actually use

Learn how inaccurate problem lists affect not only providers but also key enterprise use cases, including population health, decision support, quality reporting,…

Webinar

Clinical Documentation and Coding

Revenue integrity lessons for effective denials management in 2026

Learn how documentation accuracy underpins reimbursement, risk adjustment, and cash flow.

Article

Financial Return

Refining ambient AI for behavioral health with precise clinical terminology

Ambient scribes are surfacing across healthcare, including specialty fields like oncology and psychiatry. Learn why they need clinical grounding to scale.

Article

Clinical Terminology

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Tag: Clinical Documentation and Coding

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