Improving sensitivity of machine learning methods for automated case identification from free-text electronic medical records (Q34604277)

3 August 2017

Improving sensitivity of machine learning methods for automated case identification from free-text electronic medical records (English)

1 reference

3 August 2017

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6

Jan A Kors

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Martijn J Schuemie

2

object named as

Martijn J Schuemie

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Miriam Sturkenboom

5

object named as

Miriam C J M Sturkenboom

1 reference

3 August 2017

Zubair Afzal

1

1 reference

3 August 2017

Jan C van Blijderveen

3

1 reference

3 August 2017

Elif F Sen

4

1 reference

3 August 2017

Jan A Kors

6

1 reference

3 August 2017

2 March 2013

1 reference

BMC Medical Informatics and Decision Making

3 August 2017

1 reference

3 August 2017

13

1 reference

3 August 2017

30

1 reference

Creative Commons Attribution 2.0 Generic

3 August 2017

start time

2 March 2013

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

1 reference

April 2022 Public Data File from Crossref

exact match

https://scigraph.springernature.com/pub.10.1186/1472-6947-13-30

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cites work

Identifying clinical/translational research cohorts: ascertainment via querying an integrated multi-source database

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Extracting diagnoses and investigation results from unstructured text in electronic health records by semi-supervised machine learning

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Using Electronic Patient Records to Discover Disease Correlations and Stratify Patient Cohorts

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Using electronic medical records to enable large-scale studies in psychiatry: treatment resistant depression as a model

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

An automated database case definition for serious bleeding related to oral anticoagulant use.

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

What does validation of cases in electronic record databases mean? The potential contribution of free text

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Discovering peripheral arterial disease cases from radiology notes using natural language processing

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Comparing methods for identifying pancreatic cancer patients using electronic data sources.

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Secondary use of electronic health record data: spontaneous triggered adverse drug event reporting

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

A systematic literature review of automated clinical coding and classification systems

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Electronic health records and adverse drug events after patient transfer

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Electronic medical records for discovery research in rheumatoid arthritis

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

A computer case definition for sudden cardiac death

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

ConText: an algorithm for determining negation, experiencer, and temporal status from clinical reports

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Electronic health record-based cardiac risk assessment and identification of unmet preventive needs

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

NLP-based identification of pneumonia cases from free-text radiological reports

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Countering imbalanced datasets to improve adverse drug event predictive models in labor and delivery

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Extracting information from textual documents in the electronic health record: a review of recent research.

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Automatic construction of rule-based ICD-9-CM coding systems

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Mayo clinic NLP system for patient smoking status identification

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Electronic medical records for clinical research: application to the identification of heart failure.

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Looking back or looking all around: comparing two spell checking strategies for documents edition in an electronic patient record

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3602667

Accuracy of Veterans Administration databases for a diagnosis of rheumatoid arthritis

7 July 2018

1 reference

https://api.crossref.org/works/10.1186%2F1472-6947-13-30

Identifying smokers with a medical extraction system

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1472-6947-13-30

Automating classification of free-text electronic health records for epidemiological studies

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1472-6947-13-30

A Coefficient of Agreement for Nominal Scales

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1472-6947-13-30

A simple algorithm for identifying negated findings and diseases in discharge summaries.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1472-6947-13-30

Postmarketing surveillance based on electronic patient records: the IPCI project

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23452306

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1186/1472-6947-13-30

1 reference

journals/midm/AfzalSBSSK13

3 August 2017

1 reference

DBLP Dataset 2021-01-02

Dimensions Publication ID

28 January 2021

0 references

1 reference

3 August 2017

1 reference