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- W2342247358 abstract "Automatic coding of medical terms is an important, but highly complicated and laborious task.To compare and evaluate different strategies a framework with a standardized web-interface was created. Two UMLS mapping strategies are compared to demonstrate the interface.The framework is a Java Spring application running on a Tomcat application server. It accepts different parameters and returns results in JSON format. To demonstrate the framework, a list of medical data items was mapped by two different methods: similarity search in a large table of terminology codes versus search in a manually curated repository. These mappings were reviewed by a specialist.The evaluation shows that the framework is flexible (due to standardized interfaces like HTTP and JSON), performant and reliable. Accuracy of automatically assigned codes is limited (up to 40%).Combining different semantic mappers into a standardized Web-API is feasible. This framework can be easily enhanced due to its modular design." @default.
- W2342247358 created "2016-06-24" @default.
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- W2342247358 date "2015-01-01" @default.
- W2342247358 modified "2023-09-23" @default.
- W2342247358 title "Standardized mappings--a framework to combine different semantic mappers into a standardized web-API." @default.
- W2342247358 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26063253" @default.
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