Bootstrapping for electronic health record anonymization with minimal supervision

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dc.contributor	Universitat Politècnica de Catalunya. Departament de Ciències de la Computació
dc.contributor	Turmo Borras, Jorge
dc.contributor.author	Medina Herrera, Salvador
dc.date	2017-01-25
dc.identifier.citation	131833
dc.identifier.uri	http://hdl.handle.net/2117/118117
dc.language.iso	eng
dc.publisher	Universitat Politècnica de Catalunya
dc.rights	info:eu-repo/semantics/openAccess
dc.subject	Àrees temàtiques de la UPC::Informàtica
dc.subject	Information resources management
dc.subject	anonymization
dc.subject	de-identification
dc.subject	nlp
dc.subject	lstm
dc.subject	crf
dc.subject	Gestió de la informació
dc.title	Bootstrapping for electronic health record anonymization with minimal supervision
dc.title	Automatic anonymization of clinical documents with very low density of personal information
dc.type	info:eu-repo/semantics/masterThesis
dc.description.abstract	In this work, we propose a bootstrapping strategy so as to enrich anonymization models for Catalan medical reports taking profit of huge sets of unlabeled documents.