Practical applications for natural language processing in clinical research: The 2014 i2b2/UTHealth shared tasks (Q35826766)

10 August 2017

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Practical applications for natural language processing in clinical research: The 2014 i2b2/UTHealth shared tasks (English)

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natural language processing

10 August 2017

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1

Özlem Uzuner

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10 August 2017

Amber Stubbs

2

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10 August 2017

24 October 2015

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Journal of Biomedical Informatics

10 August 2017

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10 August 2017

58 Suppl

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10 August 2017

S1-5

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Creation of a new longitudinal corpus of clinical narratives

10 August 2017

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

A context-aware approach for progression tracking of medical concepts in electronic medical records

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Hidden Markov model using Dirichlet process for de-identification

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Textual inference for eligibility criteria resolution in clinical trials

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Comparison of UMLS terminologies to identify risk of heart disease using clinical notes

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

A hybrid model for automatic identification of risk factors for heart disease.

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

An automatic system to identify heart disease risk factors in clinical texts over time

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Coronary artery disease risk assessment from unstructured electronic health records using text mining.

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

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

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Adapting existing natural language processing resources for cardiovascular risk factors identification in clinical notes

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Mining heart disease risk factors in clinical text with named entity recognition and distributional semantic models

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Risk factor detection for heart disease by applying text analytics in electronic medical records.

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

A systematic comparison of feature space effects on disease classifier performance for phenotype identification of five diseases

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Automatic detection of protected health information from clinic narratives

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

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

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Identifying risk factors for heart disease over time: Overview of 2014 i2b2/UTHealth shared task Track 2.

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Ease of adoption of clinical natural language processing software: An evaluation of five systems

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Predicting changes in systolic blood pressure using longitudinal patient records

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Agile text mining for the 2014 i2b2/UTHealth Cardiac risk factors challenge

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Combining glass box and black box evaluations in the identification of heart disease risk factors and their temporal relations from clinical records

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Using local lexicalized rules to identify heart disease risk factors in clinical notes

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

The role of fine-grained annotations in supervised recognition of risk factors for heart disease from EHRs

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

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

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Annotating risk factors for heart disease in clinical narratives for diabetic patients

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Syntactic parsing of clinical text: guideline and corpus development with handling ill-formed sentences

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Evaluating temporal relations in clinical text: 2012 i2b2 Challenge

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Assertion modeling and its role in clinical phenotype identification

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Towards automatic diabetes case detection and ABCS protocol compliance assessment

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Evaluating the state of the art in coreference resolution for electronic medical records

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Expression of the splicing factor gene SFRS10 is reduced in human obesity and contributes to enhanced lipogenesis

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Extracting medication information from clinical text

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Recognizing obesity and comorbidities in sparse data

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Prediction of chronic obstructive pulmonary disease (COPD) in asthma patients using electronic medical records

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Identifying patient smoking status from medical discharge records

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Evaluating the state-of-the-art in automatic de-identification

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

Network-based analysis of affected biological processes in type 2 diabetes models

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4978169

10.1016/J.JBI.2015.10.007

11 July 2018

Identifiers

DOI

1 reference

10 August 2017

journals/jbi/UzunerS15

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

PMC publication ID

4978169

10 August 2017

PubMed publication ID

26515500

1 reference

PMC publication ID

4978169