Capturing Semantic Relationships in Electronic Health Records Using Knowledge Graphs: An Implementation Using MIMIC III Dataset and GraphDB

Capturing Semantic Relationships in Electronic Health Records Using Knowledge Graphs: An Implementation Using MIMIC III Dataset and GraphDB

Electronic health records (EHRs) are an increasingly important source of information for healthcare professionals and researchers. However, EHRs are often fragmented, unstructured, and difficult to analyze due to the heterogeneity of the data sources and the sheer volume of information. Knowledge gr...

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Bibliographic Details
Main Authors: Bader Aldughayfiq, Farzeen Ashfaq, N. Z. Jhanjhi, Mamoona Humayun
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Healthcare
Subjects:
electronic health records
knowledge graphs
semantic relationships
data analysis
MIMIC III
GraphDB
Online Access:https://www.mdpi.com/2227-9032/11/12/1762

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