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De-identification of ICU patient records

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dc.contributor.advisor Roger M. Mark. en_US
dc.contributor.author Levine, Jason M. (Jason Michael), 1981- en_US
dc.contributor.other Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science. en_US
dc.date.accessioned 2005-09-26T20:35:11Z
dc.date.available 2005-09-26T20:35:11Z
dc.date.copyright 2003 en_US
dc.date.issued 2003 en_US
dc.identifier.uri http://hdl.handle.net/1721.1/28460
dc.description Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2003. en_US
dc.description Includes bibliographical references (leaf 34). en_US
dc.description.abstract The creation of systems for assembling and analyzing medical data is currently one of the major factors in advancing the speed of medical research. To ensure patient privacy, legal limitations have been placed on these systems. The Health Insurance Portability and Accountability Act requires that certain types potential identifiers be removed from the data before it can be shared freely. The process of removing the identifiers is called de-identification. The purpose of this project is to create a de-identification filter for the MIMIC database, a system that retrieves and organizes data from the intensive care unit at the Beth Israel Deaconess Medical Center. en_US
dc.description.provenance Made available in DSpace on 2005-09-26T20:35:11Z (GMT). No. of bitstreams: 2 57119196.pdf: 3733730 bytes, checksum: 5597ef1355d3d2f647ee2091b7ed2c2a (MD5) 57119196-MIT.pdf: 3742375 bytes, checksum: 74fadcebd3a7a2e41bc1ed85e785c2aa (MD5) Previous issue date: 2003 en
dc.description.statementofresponsibility by Jason M. Levine. en_US
dc.format.extent 81 leaves en_US
dc.format.extent 3733730 bytes
dc.format.extent 3742375 bytes
dc.format.mimetype application/pdf
dc.format.mimetype application/pdf
dc.language.iso en_US
dc.publisher Massachusetts Institute of Technology en_US
dc.rights M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. en_US
dc.rights.uri http://dspace.mit.edu/handle/1721.1/7582
dc.subject Electrical Engineering and Computer Science. en_US
dc.title De-identification of ICU patient records en_US
dc.title.alternative De-identification of intensive care unit patient records en_US
dc.type Thesis en_US
dc.description.degree M.Eng. en_US
dc.contributor.department Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science. en_US
dc.identifier.oclc 57119196 en_US

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