De-identification of clinical notes via recurrent neural network and conditional random field.

De-identification, identifying information from data, such as protected health information (PHI) present in clinical data, is a critical step to enable data to be shared or published. The 2016 Centers of Excellence in Genomic Science (CEGS) Neuropsychiatric Genome-scale and RDOC Individualized Domai...

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Bibliographic Details
Published in:Journal of Biomedical Informatics Vol. 70
Main Authors: Liu, Zengjian, Tang, Buzhou, Wang, Xiaolong, Chen, Qingcai
Format: research Journal Article
Published: Academic Press Inc. Jun2017
Online Access:View this record in EBSCOhost