Bootstrapping for electronic health record anonymization with minimal supervision

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Title:	Bootstrapping for electronic health record anonymization with minimal supervision; Automatic anonymization of clinical documents with very low density of personal information
Author:	Medina Herrera, Salvador
Other authors:	Universitat Politècnica de Catalunya. Departament de Ciències de la Computació; Turmo Borras, Jorge
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.
Subject(s):	-Àrees temàtiques de la UPC::Informàtica -Information resources management -anonymization -de-identification -nlp -lstm -crf -Gestió de la informació
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Document type:	Research/Master Thesis
Published by:	Universitat Politècnica de Catalunya
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