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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Advancing Whole-Person Health through Informatics: A Narrative Review of Knowledge Resources for Complementary and
Robin R Austin1, Marcelo Fiszman2, Evan Guerra3
1School of Nursing, Population Health Systems Cooperative, University of Minnesota, Minneapolis, MN, United States.
Integrating complementary and integrative health (CIH) knowledge resources with AI can advance personalized nutrition and whole-person health. This review identifies gaps and proposes informatics strategies for better data integration and discovery.
Area of Science:
- Integrative medicine and health informatics.
- Computational biology and bioinformatics.
- Nutritional science and personalized nutrition.
Background:
- Complementary and integrative health (CIH) interventions are vital for whole-person health but lack integrated evidence.
- Existing knowledge resources on CIH efficacy, safety, and mechanisms are fragmented.
- Challenges in data interoperability hinder the advancement of CIH research and application.
Purpose of the Study:
- To map existing CIH knowledge resources and identify critical gaps.
- To propose AI-driven informatics strategies for standardizing and integrating CIH data.
- To advance precision nutrition and personalized approaches to health and well-being.
Main Methods:
- Conducted a narrative review of publicly available CIH knowledge resources.
- Categorized interventions as nutritional, physical, or psychological.
- Classified resources including knowledge bases, datasets, databases, ontologies, knowledge graphs, platforms, and initiatives.
Main Results:
- Identified 47 resources supporting CIH informatics (15 knowledge bases, 13 databases, 7 datasets, 4 platforms, 3 initiatives, 3 ontologies, 2 knowledge graphs).
- Nutritional interventions were the most common category (32 resources), with 13 focusing on the microbiome.
- The majority of identified resources (39) were publicly accessible.
Conclusions:
- Standardization and integration of CIH knowledge resources are crucial for advancing whole-person health.
- AI and informatics methods, when applied to well-structured, interoperable data, can unify diverse knowledge domains.
- This integration accelerates scientific discovery in complementary and integrative health and personalized nutrition.
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