Resources

Browse IMO Health’s library of downloadable resources for unique perspectives on data standardization, clinical documentation, reimbursement, and more.

Small OR misses. Big financial losses. The role of precise documentation in surgical department success

Even minor documentation gaps in the OR can disrupt scheduling, billing, and reimbursement. Learn how precise documentation protects hospital revenue.

Insight Brief

Surgical scheduling

Decentralizing clinical AI value creation with MCP

Learn how IMO Health is integrating MCP servers to become the authoritative “grounding layer” for customer-built agents – redefining healthcare AI.

Article

Preparing for the 2027 maternity coding overhaul

Understand the implications of CPT code updates for maternity care, including the importance of interoperability and clinical terminology.

Article

Grounding clinical AI with knowledge graphs

Clinical AI depends on reliable and explainable reasoning – not prediction. Scroll down to learn why (and where knowledge graphs fit in).

Article

Specialty terminology powers precision across healthcare – here’s why

Specialized terminologies help clinicians document with the precision complex care demands, supporting analytics, research, and care delivery.

Article

Clinical Documentation and Coding

Medicare’s Inpatient Only List to end per the 2026 Final Rule

CMS is phasing out Medicare's Inpatient-Only List of procedures ineligible for outpatient reimbursement. Get the full scoop here.

Article

Regulatory updates and legislation

Improving ambient AI accuracy with a clinical foundation

As ambient AI enters clinical care, grounding tools in real-world clinical context is essential to ensure safe, accurate, and explainable outputs.

Article

AI and NLP

Explore by topic

AI and NLP

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

Getting clinical-grade AI right in systematic literature review

This session examines the structural components and best practices that separate exploratory AI use from regulator-ready evidence generation: terminology-powered article retrieval logic,…

Webinar

AI and NLP

How agentic AI accelerates clinical terminology migration

Agentic AI is transforming clinical terminology migration at IMO Health, turning days of manual work into hours with responsible, policy-driven automation.

Article

Clinical Terminology

SLR 101: A guide to AI in systematic literature review

Get up to speed on all things SLR, including what it is, why it’s challenging, and how to integrate AI thoughtfully.

Article

Clinical Terminology

Data quality and standardization

Preparing for CMS-HCC and RxHCC changes in 2027

Join us as we deep dive into CMS’s proposed 2027 Medicare Advantage and Part D updates. These changes introduce new limits on…

Webinar

Clinical Terminology

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

How the IMO Health Platform structures clinical data across healthcare

Explore the intelligence framework making clinical data usable across healthcare, from EHR workflows to evidence generation to health tech innovation.

Article

Clinical Terminology

Clinical documentation and coding

Identifying treatment-eligible patients in the EHR with precision

Billions are spent on pharma marketing, yet treatment decisions happen elsewhere. Learn how real-time EHR precision improves targeting and ROI.

Article

Clinical Terminology

How UHHS successfully transitioned clinicians to an optimal workflow tool for cleaner patient records

In this webinar, University Hospitals Health System (UHHS) clinicians will discuss the challenges they faced, how they built provider alignment, and the…

Webinar

Clinician Engagement

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

Resources by type

Case study

eBook

Report

Insight brief

White paper

Article

Webinar

101 guide

Webinars

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

From reactive appeals to upstream validation of medical necessity

In this webinar, our experts break down the most common drivers of medical necessity denials and share practical, actionable strategies to improve…

Webinar

Financial Return

Protecting surgical revenue amid 2026 CMS changes

As the Centers for Medicare & Medicaid Services (CMS) eliminates the Inpatient-Only (IPO) List, preventable surgical denials are expected to rise due…

Webinar

Financial Return

Rethinking revenue strategies in 2026 for faster cash flow

Join our experts as they share real client stories showing how active, precise documentation and standardized terminology strengthen risk adjustment, reduce denials,…

Webinar

Clinical Terminology

Research publications

Explore groundbreaking, peer-reviewed research publications and award-winning challenges involving natural language processing (NLP) authored by IMO Health’s leading NLP scientists.

Resource spotlight

Preventing medical necessity denials in a strained revenue cycle

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

Insight Brief

Financial Return

Case studies

Standardizing data through terminology

Leveraging IMO Health’s advanced mapping capabilities for better patient cohorting

Optimizing OR scheduling and perioperative workflows

CyncHealth and IMO partner to improve clinical data quality

CORHIO and IMO Health partner to improve the quality of labratory data

Reducing redundancy in the medical problem list with categorization

Optimizing the medical problem list with clinical categorization

Enhancing NLP to help identify vulnerable patients

Achieving 80% cleaner problem lists for a more patient-centered record

Standardizing for scale: A blueprint for real-world data excellence

Interested in more IMO Health resources?

View all resources

Want more IMO Health resources

Newsletter signup

Resources delivered straight to your inbox

[ POINT OF CARE WORKFLOW ]

[ DATA QUALITY MANAGEMENT ]

Resources

Explore by topic

AI and NLP

Data quality and standardization

Clinical documentation and coding

Resources by type

Case study

eBook

Report

Insight brief

White paper

Article

Webinar

101 guide

Webinars

Research publications

Resource spotlight

Preventing medical necessity denials in a strained revenue cycle

Case studies

Interested in more IMO Health resources?

View all resources

Newsletter signup

[ POINT OF CARE WORKFLOW ]

[ DATA QUALITY MANAGEMENT ]