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Combining Syntactic Information and Domain-Specific Lexical Patterns to Extract Drug-Drug Interactions from Biomedical Texts

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dc.affiliation.dptoUC3M. Departamento de Informáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Human Language and Accessibility Technologies (HULAT)es
dc.contributor.authorSegura-Bedmar, Isabel
dc.contributor.authorMartínez Fernández, Paloma
dc.contributor.authorPablo-Sánchez, César de
dc.date.accessioned2015-04-09T11:44:23Z
dc.date.available2015-04-09T11:44:23Z
dc.date.issued2010-10
dc.descriptionProceeding at: 19th ACM International Conference on Information and Knowdledge Management. Took place October, 26-30 2010, in Toronto, Canada. The event Web site is http://www.yorku.ca/cikm10/en
dc.description.abstractA drug-drug interaction (DDI) occurs when one drug influences the level or activity of another drug. The increasing volume of the scientific literature overwhelms health care professionals trying to be kept up-to-date with all published studies on DDI. Information Extraction (IE) techniques can provide an interesting way of reducing the time spent by health care professionals on reviewing the literature. Nevertheless, no approach has been carried out to extract DDI from texts. To the best of our knowledge, this work proposes the first integral solution for the automatic extraction of DDI from biomedical texts.en
dc.description.sponsorshipThis work has been partially supported by the Spanish research projects: MA2VICMR consortium (S2009/TIC-1542, www.mavir.net), a network of excellence funded by the Madrid Regional Government and TIN2007-67407-C03-01 (BRAVO: Advanced Multimodal and Multilingual Question Answering).en
dc.description.statusPublicado
dc.format.extent11
dc.format.mimetypeapplication/pdf
dc.identifier.bibliographicCitationACM fourth international workshop on Data and text mining in biomedical informatics (2010) pp. 49-56en
dc.identifier.doi10.1145/1871871.1871881
dc.identifier.isbn978-1-4503-0382-8
dc.identifier.publicationfirstpage49
dc.identifier.publicationlastpage59
dc.identifier.publicationtitleACM fourth international workshop on Data and text mining in biomedical informaticsen
dc.identifier.urihttps://hdl.handle.net/10016/20400
dc.identifier.uxxiCC/0000011439
dc.language.isoeng
dc.publisherACM
dc.relation.eventdate2010, October,26-30en
dc.relation.eventnumber19
dc.relation.eventplaceToronto (Canada)es
dc.relation.eventtitleACM Fourth International Workshop on Data and Text Mining in Biomedical Informatics in conjunction with CIKM (DTMBIO 10)en
dc.relation.projectIDComunidad de Madrid. S2009/TIC-1542/MA2VICMRes
dc.relation.publisherversionhttp://dx.doi.org/10.1145/1871871.1871881es
dc.rights© ACM 2010
dc.rights.accessRightsopen access
dc.subject.ecienciaInformáticaes
dc.subject.otherExtractionen
dc.subject.otherDrug-Drug Interaction Extractionen
dc.titleCombining Syntactic Information and Domain-Specific Lexical Patterns to Extract Drug-Drug Interactions from Biomedical Textsen
dc.typeconference paper*
dc.type.hasVersionAM*
dspace.entity.typePublication
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