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Related Experiment Video

Updated: Jun 20, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

Evidence development and publication planning: strategic process.

Michael R Wittek¹, Mary Jo Williams, Angeline M Carlson

¹Health Policy and Planning, Medtronic Inc., 7000 Central Ave NE, RCE395, Minneapolis, MN 55432, USA. michael.wittek@medtronic.com

Current Medical Research and Opinion

|September 26, 2009

Summary

This summary is machine-generated.

Developing a robust evidence portfolio is crucial for healthcare decisions. This systematic process ensures comprehensive data on therapy efficacy, safety, and outcomes for providers and payers.

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Involving Individuals with Developmental Language Disorder and Their Parents/Carers in Research Priority Setting

Involving Individuals with Developmental Language Disorder and Their Parents/Carers in Research Priority Setting

Published on: June 6, 2020

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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

Involving Individuals with Developmental Language Disorder and Their Parents/Carers in Research Priority Setting

Involving Individuals with Developmental Language Disorder and Their Parents/Carers in Research Priority Setting

Published on: June 6, 2020

Area of Science:

Health Economics and Outcomes Research
Clinical Evidence Synthesis
Health Technology Assessment

Background:

Healthcare decisions increasingly depend on published clinical evidence.
A systematic approach is needed to generate comprehensive evidence portfolios.

Purpose of the Study:

To present a six-step strategic process for evidence development and publication planning.
To ensure evidence portfolios meet the needs of providers, payers, and governmental agencies.

Main Methods:

Critical assessment of existing literature.
Identification of evidence gaps.
Strategic planning to address identified gaps.

Main Results:

A structured approach to evidence generation.
A portfolio of evidence covering efficacy, safety, durability, quality of life, and economic outcomes.
Facilitation of informed clinical and coverage decisions.

Conclusions:

A systematic, strategic process is essential for creating robust evidence portfolios.
This process supports patient access to therapies by informing key stakeholders.
The outlined strategy addresses the informational demands for modern healthcare decision-making.