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Keyphrase Identification Using Minimal Labeled Data with Hierarchical Context and Transfer Learning
2023-01-26
health informatics
Title + abstract only
View on medRxiv
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BackgroundInteroperable clinical decision support system (CDSS) rules provide a pathway to interoperability, a well-recognized challenge in health information technology. Building an ontology facilitates creating interoperable CDSS rules, which can be achieved by identifying the keyphrases (KP) from the existing literature. Ontology construction is traditionally a manual effort by human domain experts, and the newly advanced natural language processing techniques, such as KP identification, can ...
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