Anonimytext: anonimization of unstructured documents

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dc.contributor.author Pérez Laínez, Rebeca
dc.contributor.author Iglesias, Ana
dc.contributor.author Pablo-Sánchez, César de
dc.date.accessioned 2015-01-09T11:54:52Z
dc.date.available 2015-01-09T11:54:52Z
dc.date.issued 2009-10-06
dc.identifier.bibliographicCitation FRED, Ana L. N. (ed.), KDIR 2009 : Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal (Madeira, Portugal), 6-8 October 2009. [S.l.] : INSTICC Press, 2009. ISBN 978-989-674-011-5, pp. 284-287
dc.identifier.isbn 978-989-674-011-5
dc.identifier.uri http://hdl.handle.net/10016/19829
dc.description Proceedings of: The International Conference on Knowledge Discovery and Information Retrieval, October, 2009 (KDIR 2009). First International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2009), Funchal (Madeira, Portugal)
dc.description.abstract The anonymization of unstructured texts is nowadays a task of great importance in several text mining applications. Medical records anonymization is needed both to preserve personal health information privacy and enable further data mining efforts. The described ANONYMITEXT system is designed to de identify sensible data from unstructured documents. It has been applied to Spanish clinical notes to recognize sensible concepts that would need to be removed if notes are used beyond their original scope. The system combines several medical knowledge resources with semantic clinical notes induced dictionaries. An evaluation of the semi automatic process has been carried on a subset of the clinical notes on the most frequent attributes.
dc.description.sponsorship This work has been partially supported by MAVIR (S 0505/TIC 0267) and by the TIN2007 67407 C03 01 project BRAVO.
dc.format.extent 3
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher INSTICC (Institute for Systems and Technologies of Information, Control and Communication)
dc.rights © INSTICC (Institute for Systems and Technologies of Information, Control and Communication)
dc.subject.other Anonymization
dc.subject.other Medical Records
dc.subject.other Sensible Data
dc.subject.other Private Data
dc.subject.other De-identification
dc.subject.other Clinical Notes
dc.title Anonimytext: anonimization of unstructured documents
dc.type conferenceObject
dc.type conferenceObject
dc.type bookPart
dc.subject.eciencia Informática
dc.rights.accessRights openAccess
dc.type.version acceptedVersion
dc.relation.eventdate October 6-8, 2009
dc.relation.eventnumber 1
dc.relation.eventplace Funchal (Madeira, Portugal)
dc.relation.eventtitle International Conference on Knowledge Discovery and Information Retrieval 2009 (KDIR 2009)
dc.relation.eventtitle International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management 2009 (IC3K 2009)
dc.relation.eventtype poster
dc.identifier.publicationfirstpage 284
dc.identifier.publicationlastpage 287
dc.identifier.publicationtitle Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal - Madeira, Portugal, October 6-8, 2009
dc.identifier.uxxi CC/0000011488
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