From Architecture to Outcomes: Mapping the Landscape of Digital Twins for Personalized Diabetes Care-A Scoping Review.

J Pers Med · 2025 · PMC12653829 · PMID 41295206

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a notable trendno p-value reported

The analysis reveals a notable trend: conceptual frameworks often explicitly plan for open standards, such as the HL7 FHIR-aligned ontology proposed by Sarani Rad et al., or the large-scale database integration via knowledge graphs described by Zhang et al.

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