Viviana Cotik

Automatic detection of negated findings in radiological reports for Spanish Language: Methodology Based on Lexicon-Grammatical Information Processing

2019, Journal of digital imaging 32, 19-29, 2019
Citas: 14
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Autor(es)

Walter Koza and Darío Filippo and Viviana Cotik and Vanesa Stricker and Mirian Muñoz and Ninoska Godoy and Natalia Rivas and Ricardo Martínez-Gamboa

Abstract

We present a methodology for the automatic recognition of negated findings in radiological reports considering morphological, syntactic, and semantic information. In order to achieve this goal, a series of rules for processing lexical and syntactic information was elaborated. This required development of an electronic dictionary of medical terminology and informatics grammars. Pertinent information for the assembly of the specialized dictionary was extracted from the ontology SNOMED CT and a medical dictionary (RANM, 2012). Likewise, a general language dictionary was also included. Lexicon-Grammar (LG), proposed by Gross (1975; Cahiers de l’institut de linguistique de Louvain, 24. 23-41 1998), was used to set up the database, which allowed an exhaustive description of the argument structure of predicates projected by lexical units. Computational framework was carried out with NooJ, a free …

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