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We performed the same exercise for RDF or OWL followed by annotation. Table 7 shows that most combined semantic approaches are annotation and ML and NLP, mapping and terminology services, mapping and annotation, RDF or OWL, and ontology.
Distribution of the combined approaches
a RDF: resource description framework.
b OWL: web ontology language.
c ML: machine learning.
d NLP: natural language processing.
e Not applicable.
J Med Internet Res 2024;26:e45209
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RDF is a general metadata or data model that defines concepts and web-resources based on a variety of syntax notations and data serialization formats [29]. Inherited from the classical conceptual modeling approaches, RDF utilizes the expressions to form triples, subject-predicate-object, to model data elements (eg, web resources). Specifically, in this study, the subject denotes the clinical data elements (eg, patients), and the predicate denotes a relationship between 2 data elements.
JMIR Med Inform 2021;9(5):e23586
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