Extracting information from radiology reports by Natural Language Processing and Deep Learning

Martín-Caro García-Largo, Miguel Ángel; Segura-Bedmar, Isabel

Publication:
Extracting information from radiology reports by Natural Language Processing and Deep Learning

dc.affiliation.dpto	UC3M. Departamento de Informática	es
dc.affiliation.grupoinv	UC3M. Grupo de Investigación: Human Language and Accessibility Technologies (HULAT)	es
dc.contributor.author	Martín-Caro García-Largo, Miguel Ángel
dc.contributor.author	Segura-Bedmar, Isabel
dc.contributor.funder	Comunidad de Madrid	es
dc.contributor.funder	Universidad Carlos III de Madrid	es
dc.date.accessioned	2022-06-24T09:52:13Z
dc.date.available	2022-06-24T09:52:13Z
dc.date.issued	2021-09-21
dc.description.sponsorship	This work was supported by the NLP4RARE-CM-UC3M, which was developed under the Interdisciplinary Projects Program for Young Researchers at University Carlos III of Madrid. The work was also supported by the Multiannual Agreement with UC3M in the line of Excellence of University Professors (EPUC3M17), and in the context of the V PRICIT (Regional Programme of Research and Technological Innovation).	en
dc.identifier.bibliographicCitation	Martín-Caro García-Largo, M.A., Segura-Bedmar, I. (21-24 de septiembre, 2021). Extracting information from radiology reports by Natural Language Processing and Deep Learning [Comunicación en congreso]. Conference and Labs of the Evaluation Forum, CLEF 2021, Bucarest.	en
dc.identifier.isbn	1613-0073
dc.identifier.publicationfirstpage	804
dc.identifier.publicationlastpage	817
dc.identifier.publicationtitle	CEUR Workshop Proceedings	en
dc.identifier.publicationvolume	2936
dc.identifier.uri	https://hdl.handle.net/10016/35274
dc.identifier.uxxi	CC/0000033451
dc.language.iso	eng
dc.publisher	Ceur Workshop Proceedings	en
dc.relation.eventdate	2021-09-21
dc.relation.eventplace	RUMANIA	es
dc.relation.eventtitle	Conference and Labs of the Evaluation Forum (CLEF-WN 2021)	en
dc.relation.projectID	Comunidad de Madrid. NLP4Rare-CM-UC3M	es
dc.relation.publisherversion	http://ceur-ws.org/Vol-2936/paper-67.pdf
dc.rights	© 2021 Copyright for this paper by its authors.	en
dc.rights	Atribución 3.0 España	*
dc.rights.accessRights	open access	en
dc.rights.uri	http://creativecommons.org/licenses/by/3.0/es/
dc.subject.eciencia	Informática	es
dc.subject.other	natural language processing	en
dc.subject.other	named-entity recognition	en
dc.subject.other	radiology reports	en
dc.subject.other	information extraction	en
dc.subject.other	crf	en
dc.subject.other	BERT	en
dc.subject.other	bilstm-crf	en
dc.title	Extracting information from radiology reports by Natural Language Processing and Deep Learning	en
dc.type	conference proceedings	*
dc.type.hasVersion	VoR	*
dspace.entity.type	Publication