Extended Clinical Discourse Representation Structure for Controlled Natural Language Clinical Decision Support Systems

To support an end to end Question and Answering system to help the clinical practitioners in a cardiovascular healthcare environment, an extended discourse representation structure CIDERS is introduced. This extension of the well-known DRT (Discourse Representation Theory) structures, go beyond sing...

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Detalhes bibliográficos
Autor principal: Mendes, David (author)
Outros Autores: Pimenta Rodrigues, Irene (author), Baeta, Carlos (author), Solano-Rodriguez, Carlos (author)
Formato: article
Idioma:por
Publicado em: 2016
Assuntos:
Texto completo:http://hdl.handle.net/10174/17078
País:Portugal
Oai:oai:dspace.uevora.pt:10174/17078
Descrição
Resumo:To support an end to end Question and Answering system to help the clinical practitioners in a cardiovascular healthcare environment, an extended discourse representation structure CIDERS is introduced. This extension of the well-known DRT (Discourse Representation Theory) structures, go beyond single text representation extending them to embrace the general clinical history of a given patient. Introduced is a proposed and developed ontology framework, Ontology for General Clinical Practice, enhancing the currently available state-of-the-art ontologies for medical science and for the cardiovascular specialty, It's shown the scientific and philosophical reasons of its present dual structure with a deeply expressive (SHOIN) terminological base (TBox) and a highly computable (EL++) assertions knowledge base (ABox).