Can Personal KG-based RAG Empower Patients?

<p>The European Health Data Space (EHDS) sets out regulations for the management of electronic health data, distinguishing between <span>its primary use in direct healthcare and patient data portability, and its </span>secondary use for research, innovation, and policy-making. We aim to empower individuals to take control of their health by enhancing personal health data management. In this work, we discuss the challenges in electronic personal health data access and propose developing a system that leverages personal health knowledge graphs and retrieval-augmented generation to ensure FAIR personal electronic health data representation <span>and personalized health information delivery.</span></p>

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-12
DOI
https://doi.org/10.5281/zenodo.16913140
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
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article

Can Personal KG-based RAG Empower Patients?

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Can Personal KG-based RAG Empower Patients?

article en

Abstract

<p>The European Health Data Space (EHDS) sets out regulations for the management of electronic health data, distinguishing between <span>its primary use in direct healthcare and patient data portability, and its </span>secondary use for research, innovation, and policy-making. We aim to empower individuals to take control of their health by enhancing personal health data management. In this work, we discuss the challenges in electronic personal health data access and propose developing a system that leverages personal health knowledge graphs and retrieval-augmented generation to ensure FAIR personal electronic health data representation <span>and personalized health information delivery.</span></p>

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 67%
Geochemistry and Geologic Mapping
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Can Personal KG-based RAG Empower Patients? · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS