Resource Library

Resource Type: Article

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

AI and NLP

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

AI and NLP

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

Life Sciences

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

Clinical Documentation and Coding

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

Clinical Documentation and Coding

Why recall-first search fails in systematic literature review

In SLR, recall is often prioritized over precision, creating semantic noise that reduces reproducibility in clinical evidence generation workflows.

Article

Life Sciences

The surgical scheduling, site of care, and laterality errors costing hospitals millions

Small gaps in surgical documentation can have big downstream implications. Learn how precision prevents denials, delays, and lost revenue.

Article

Surgical scheduling

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

AI and NLP

Preventing medical necessity denials at the source

Why validating medical necessity earlier in the workflow matters.

Article

Clinical Documentation and Coding

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

Life Sciences

Operationalizing rare disease knowledge in clinical workflows

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

Article

Data Quality and Standardization

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Resource Type: Article

Ideas are meant for sharing.

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