Evidence

Research and publications

Selected publications, research proposals and pilot reports from our work in problem-oriented healthcare informatics. Each article identifies its evidence and publication status.

Research blog

Latest research

LIPI-KG research series · Part 1

The Medication List Is Not the Story: Bringing Weed and Slack Together Through Patient Orientation

Medication reconciliation is a practical place to reconnect Lawrence Weed's problem-oriented medical record with Warner Slack's patient–computer dialogue.

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LIPI-KG research series · Part 2

A Problem List Is an Inventory, Not a Model: Defining the Problem Orientation

A computable Problem Orientation preserves how a patient problem changes over time, including its evidence, plans, interventions, and outcomes.

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LIPI-KG research series · Part 3

Teaching AI to Reconstruct Problem Solving: From Thirty Years of Records to LIPI-KG

Three decades of structured problem-oriented records can help train AI to reconstruct longitudinal clinical reasoning with traceable evidence.

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Leap of Faith Technologies research

Mapped Is Not the Same as AI-Ready: What Gets Lost on the Way into OMOP

High mapping coverage does not guarantee that an OMOP repository preserves the clinical specificity AI needs for reliable cohorts and models.

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Leap of Faith Technologies research

When the Medication List Isn't the Medication List: Early Findings from the TheraCareAI Pilot

Cumulative Week 11 findings: 61 patients onboarded, 481 source-level discrepancies and 82 high-significance observations, with the earlier four-week report preserved separately.

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Intellectual property

Coverage areas

Medication management and compliance; longitudinal electronic health records; problem orientation; AI-enabled clinical intelligence; interoperability and data integrity.