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

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 efficiency.

Article

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

The precision problem in systematic literature review

When it comes to SLR, recall is often prioritized at the expense of precision. Understand how this creates downstream challenges – and how to prevent them.

Article

Why you should invest in a cleaner, more organized problem list

Documentation clutter carries a long list of consequences, including clinician burnout and revenue loss. Two IMO Health experts explore how to remedy…

Article

Clinician Engagement

How can ambient AI scribes capture clinical nuance?

Ambient intelligence tools are skilled at recording patient-provider encounters in real-time. But can they truly understand them?

Article

AI and NLP

Rethinking risk adjustment: A smarter approach to burnout

Learn how thoughtful tech reduces clinician burnout by improving coding accuracy, documentation, and alignment in value-based care.

Article

Clinical Terminology

Explore by topic

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

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

Data quality and standardization

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

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

Clinical documentation and coding

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

Improving denials management at the source

Why validating medical necessity earlier in the workflow matters.

Article

Financial Return

Why downstream denials management fails for medical necessity

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

Article

Financial Return

Preventing medical necessity denials in a strained revenue cycle

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

Insight Brief

Financial Return

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

2026 CPT® code set: What’s new for the new year

Gear up for the upcoming Current Procedural Terminology (CPT) code set changes that go into effect on January 1, 2026.

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

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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

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