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Type 2 diabetes risk forecasting from EMR data using machine learning.
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scholarly article
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
title
Type 2 diabetes risk forecasting from EMR data using machine learning
(English)
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
main subject
machine learning
1 reference
based on heuristic
inferred from title
type 2 diabetes
1 reference
based on heuristic
inferred from title
author
Tom A. Elasy
series ordinal
3
object named as
Tom Elasy
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
Joshua C. Denny
series ordinal
5
object named as
Joshua Denny
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
author name string
Subramani Mani
series ordinal
1
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
Yukun Chen
series ordinal
2
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
Warren Clayton
series ordinal
4
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
publication date
3 November 2012
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
published in
AMIA Annual Symposium proceedings
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
volume
2012
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
page(s)
606-615
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
describes a project that uses
machine learning
1 reference
based on heuristic
inferred from title
cites work
Robust replication of genotype-phenotype associations across multiple diseases in an electronic medical record
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Medical temporal-knowledge discovery via temporal abstraction
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PubMed Central
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20 June 2018
Genotype score in addition to common risk factors for prediction of type 2 diabetes
1 reference
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PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Development of a large-scale de-identified DNA biobank to enable personalized medicine.
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PubMed Central
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Modeling clinical judgment and implicit guideline compliance in the diagnosis of melanomas using machine learning
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PubMed Central
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Type 2 diabetes: principles of pathogenesis and therapy
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PubMed Central
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
The prevention of type 2 diabetes mellitus.
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PubMed Central
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Analysis of guideline compliance--a data mining approach.
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
HITON: a novel Markov Blanket algorithm for optimal variable selection.
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Prevention of type 2 diabetes: data from recent trials
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PubMed Central
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Two-Stage Machine Learning model for guideline development
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PubMed Central
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Inducing practice guidelines from a hospital database
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PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
An evaluation of machine-learning methods for predicting pneumonia mortality
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Evaluation of automatic knowledge acquisition techniques in the diagnosis of acute abdominal pain. Acute Abdominal Pain Study Group.
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20 June 2018
Use of neural networks in predicting the risk of coronary artery disease
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Onset of NIDDM occurs at least 4-7 yr before clinical diagnosis
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PubMed Central
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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20 June 2018
Two risk-scoring systems for predicting incident diabetes mellitus in U.S. adults age 45 to 64 years.
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PubMed Central
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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26 November 2018
Prediction of incident diabetes mellitus in middle-aged adults: the Framingham Offspring Study.
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26 November 2018
Identifying people at risk for undiagnosed type 2 diabetes using the GP's electronic medical record.
1 reference
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PubMed Central
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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26 November 2018
An accurate risk score based on anthropometric, dietary, and lifestyle factors to predict the development of type 2 diabetes
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PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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26 November 2018
Long-term effectiveness of lifestyle and behavioral weight loss interventions in adults with type 2 diabetes: a meta-analysis
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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26 November 2018
Economic costs of diabetes in the US in 2002.
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PubMed Central
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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26 November 2018
Acceptance of rules generated by machine learning among medical experts.
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
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26 November 2018
Knowledge discovery and knowledge validation in intensive care.
1 reference
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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3540444
retrieved
26 November 2018
The global challenge of diabetes
1 reference
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PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/23304333
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
Preventing type 2 diabetes
1 reference
stated in
PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/23304333
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
Identifiers
PMC publication ID
3540444
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
PubMed publication ID
23304333
1 reference
stated in
Europe PubMed Central
PMC publication ID
3540444
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:23304333%20AND%20SRC:MED&resulttype=core&format=json
retrieved
22 February 2020
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