Relational machine learning for electronic health record-driven phenotyping (Q34663833)

3 August 2017

Relational machine learning for electronic health record-driven phenotyping (English)

1 reference

electronic health records

3 August 2017

0 references

1 reference

2

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

author name string

Peggy L Peissig

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

Michael D Caldwell

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

Carla Rottscheit

4

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

Richard L Berg

5

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

Eneida A Mendonca

6

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

David Page

7

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

publication date

15 July 2014

1 reference

Journal of Biomedical Informatics

3 August 2017

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

volume

52

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

page(s)

260-270

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

describes a project that uses

13 June 2020

SQL

1 reference

26 June 2022

https://europepmc.org/article/PMC/PMC4261015

based on heuristic

inferred from PubMed Central ID database lookup

cites work

Statistical Relational Learning to Predict Primary Myocardial Infarction from Electronic Health Records.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Graphical-model Based Multiple Testing under Dependence, with Applications to Genome-wide Association Studies

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Identifying Adverse Drug Events by Relational 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=4261015

Developing an expert panel process to refine health outcome definitions in observational data.

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Validation of electronic medical record-based phenotyping algorithms: results and lessons learned from the eMERGE network

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Learning to predict post-hospitalization VTE risk from EHR data.

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Importance of multi-modal approaches to effectively identify cataract cases from electronic health records

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Extracting and integrating data from entire electronic health records for detecting colorectal cancer cases

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Naïve Electronic Health Record phenotype identification for 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=4261015

Use of diverse electronic medical record systems to identify genetic risk for type 2 diabetes within a genome-wide association study

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Variants near FOXE1 are associated with hypothyroidism and other thyroid conditions: using electronic medical records for genome- and phenome-wide studies

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Electronic health record use to classify patients with newly diagnosed versus preexisting type 2 diabetes: infrastructure for comparative effectiveness research and population health management

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Electronic medical records for genetic research: results of the eMERGE consortium

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Combining Structured and Free-text Data for Automatic Coding of Patient Outcomes

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

An Empirical Validation of Recursive Noisy OR (RNOR) Rule for Asthma Prediction.

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

The accuracy of using integrated electronic health care data to identify patients with undiagnosed diabetes mellitus

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

The eMERGE Network: a consortium of biorepositories linked to electronic medical records data for conducting genomic studies

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Prediction modeling using EHR data: challenges, strategies, and a comparison of machine learning approaches

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Probabilistic computer model developed from clinical data in national mammography database format to classify mammographic findings

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

7 July 2018

Definition of phenotype

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Feature selection and classification model construction on type 2 diabetic patients' data.

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

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=4261015

Automated identification of adverse events related to central venous catheters

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

ROCR: visualizing classifier performance in R

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Definition of the phenotype

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Umbilical cord blood erythroblast count as an index of intrauterine hypoxia

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Pharmacogenomics: the importance of accurate phenotypes

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Detecting new neurodegenerative disease genes: does phenotype accuracy limit the horizon?

26 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Electronic Health Record Use and the Quality of Ambulatory Care in the United States

26 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4261015

Demand-Driven Clustering in Relational Domains for Predicting Adverse Drug Events

26 October 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/25048351

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

The case-crossover design: a method for studying transient effects on the risk of acute events

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/25048351

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1016/J.JBI.2014.07.007

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

journals/jbi/PeissigCCRBMP14

13 June 2020

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25048351%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

1 reference