Combining contextualized word representation and sub-document level analysis through Bi-LSTM+CRF architecture for clinical de-identification

Inverse projection group sparse representation for tumor classification: A low rank variation dictionary approach

(2020) Xiaohui Yang et al.   KNOWLEDGE-BASED SYSTEMS

Hybrid clustering analysis using improved krill herd algorithm

(2018) Laith Mohammad Abualigah et al.   APPLIED INTELLIGENCE

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

(2017) Zengjian Liu et al.   JOURNAL OF BIOMEDICAL INFORMATICS

De-identification of patient notes with recurrent neural networks

(2016) Franck Dernoncourt et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

CRFs based de-identification of medical records

(2015) Bin He et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Automatic de-identification of electronic medical records using token-level and character-level conditional random fields

(2015) Zengjian Liu et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Hidden Markov model using Dirichlet process for de-identification

(2015) Tao Chen et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Combining knowledge- and data-driven methods for de-identification of clinical narratives

(2015) Azad Dehghan et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Automatic detection of protected health information from clinic narratives

(2015) Hui Yang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Automated systems for the de-identification of longitudinal clinical narratives: Overview of 2014 i2b2/UTHealth shared task Track 1

(2015) Amber Stubbs et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Annotating longitudinal clinical narratives for de-identification: The 2014 i2b2/UTHealth corpus

(2015) Amber Stubbs et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Automatic de-identification of textual documents in the electronic health record: a review of recent research

(2010) Stephane M Meystre et al.   BMC Medical Research Methodology

Automated de-identification of free-text medical records

(2008) Ishna Neamatullah et al.   BMC Medical Informatics and Decision Making

A Software Tool for Removing Patient Identifying Information from Clinical Documents

(2008) F. J. Friedlin et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION