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MeSCCon - Medical Spanish Chemical compound, drug and medication Name Lexicon (unfiltered version) ...
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Abstract:
The MeSCCon (Medical Spanish Chemical compound, drug and medication Name Lexicon) consists of a list or gazetteer of candidate names of chemicals, drugs, and medications mentioned in Spanish clinical texts. Thus MeSCCon serves as a lexical resource or dictionary for automatic detection of chemical/drug mentions, as well as indexing or classification of medical texts with such concept types. This collection was generated in a five step procedure: Automatic detection of mentions of chemicals and drugs in biomedical texts in English (including mapping/normalization to MeSH terms or ChEBI identifiers). Generation of a unique name list from the detected concept mentions. Basic filtering of non-chemical names or highly ambiguous mentions-abbreviations using basic characteristics like name morphology and length criteria. Automatic translation of name lists from English to Spanish using a medical machine translation system (see Soares, F. and Krallinger, M. BSC Participation in the WMT Translation of Biomedical ... : Funded by the Plan de Impulso de las Tecnologías del Lenguaje (Plan TL). ...
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Keyword:
automatic translation; ChEBI; chemical compound names; chemical indexing; dictionary matching; drug and medication names; gazeteer lookup; machine learning; machine translation; MeSH; named entity recognition; primary care; Spanish clinical notes
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URL: https://zenodo.org/record/3558239 https://dx.doi.org/10.5281/zenodo.3558239
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MeSCCon - Medical Spanish Chemical compound, drug and medication Name Lexicon (unfiltered version) ...
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Método de normalização de sintagmas nominais na indexação automática ; Standardisation method of noun phrases for automatic indexing
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In: Em Questão; v. 25, n. 1, jan./abr. 2019; 321-344 ; 1808-5245 ; 1807-8893 (2019)
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Ontologias no processo de indexação automática de documentos textuais
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Estudo de vocabulário controlado na indexação automática: aplicação no processo de indexação do Sistema de Indización Semiautomática (SISA)
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