De-identification of patient notes with recurrent neural networks

Objective: Patient notes in electronic health records (EHRs) may contain critical information for medical investigations. However, the vast majority of medical investigators can only access de-identified notes, in order to protect the confidentiality of patients. In the United States, the Health Ins...

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Bibliographic Details
Main Authors: Dernoncourt, Franck, Lee, Ji Young, Uzuner, Ozlem, Szolovits, Peter
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: BMJ Publishing Group 2017
Online Access:http://hdl.handle.net/1721.1/111064
https://orcid.org/0000-0002-1119-1346
https://orcid.org/0000-0001-6887-0924
https://orcid.org/0000-0001-8411-6403