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Machine learning in genome-wide association studies.
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scholarly article
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
title
Machine learning in genome-wide association studies
(English)
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
main subject
genome-wide association study
0 references
machine learning
0 references
author
Oscar Gonzalez-Recio
series ordinal
4
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
Inke R. König
series ordinal
5
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
author name string
Silke Szymczak
series ordinal
1
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
Joanna M Biernacka
series ordinal
2
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
Heather J Cordell
series ordinal
3
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
Heping Zhang
series ordinal
6
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
Yan V Sun
series ordinal
7
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
publication date
1 January 2009
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Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
published in
Genetic Epidemiology
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
volume
33 Suppl 1
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
page(s)
S51-7
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
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Data for Genetic Analysis Workshop 16 Problem 1, association analysis of rheumatoid arthritis data
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Predictive modeling in case-control single-nucleotide polymorphism studies in the presence of population stratification: a case study using Genetic Analysis Workshop 16 Problem 1 dataset
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Analysis of North American Rheumatoid Arthritis Consortium data using a penalized logistic regression approach
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Genetics Analysis Workshop 16 Problem 2: the Framingham Heart Study data
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Combining least absolute shrinkage and selection operator (LASSO) and principal-components analysis for detection of gene-gene interactions in genome-wide association studies
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Genome-wide association studies in cancer.
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Human genetic variation and its contribution to complex traits
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A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
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Greedy function approximation: A gradient boosting machine
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Additive logistic regression: a statistical view of boosting
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Evaluating the ability of tree-based methods and logistic regression for the detection of SNP-SNP interaction.
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Detecting single-nucleotide polymorphism by single-nucleotide polymorphism interactions in rheumatoid arthritis using a two-step approach with machine learning and a Bayesian threshold least absolute shrinkage and selection operator (LASSO) model
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Evaluation of random forests performance for genome-wide association studies in the presence of interaction effects
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The Genetic Analysis Workshop 16 Problem 3: simulation of heritable longitudinal cardiovascular phenotypes based on actual genome-wide single-nucleotide polymorphisms in the Framingham Heart Study
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Autoimmune diseases: insights from genome-wide association studies
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Accommodating linkage disequilibrium in genetic-association analyses via ridge regression
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A new multipoint method for genome-wide association studies by imputation of genotypes
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Metabolic and cardiovascular traits: an abundance of recently identified common genetic variants
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The Bayesian Lasso
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7 January 2021
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TRAF1-C5 as a risk locus for rheumatoid arthritis--a genomewide study
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Crossref
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7 January 2021
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Genomewide association analysis of coronary artery disease
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Crossref
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7 January 2021
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Picking single-nucleotide polymorphisms in forests
1 reference
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Crossref
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https://api.crossref.org/works/10.1002%2FGEPI.20473
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7 January 2021
based on heuristic
inferred from DOI database lookup
Evaluation of single-nucleotide polymorphism imputation using random forests
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Crossref
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https://api.crossref.org/works/10.1002%2FGEPI.20473
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7 January 2021
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inferred from DOI database lookup
Genetic dissection and prognostic modeling of overt stroke in sickle cell anemia
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The difficulties of reproducing conventionally derived results through 500k-chip technology
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Crossref
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7 January 2021
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Classification of rheumatoid arthritis status with candidate gene and genome-wide single-nucleotide polymorphisms using random forests
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Application of machine learning algorithms to predict coronary artery calcification with a sibship-based design
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Identification of correlated genetic variants jointly associated with rheumatoid arthritis using ridge regression
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inferred from DOI database lookup
Identification of genes and haplotypes that predict rheumatoid arthritis using random forests.
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Crossref
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7 January 2021
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Artificial neural network approach for selection of susceptible single nucleotide polymorphisms and construction of prediction model on childhood allergic asthma
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MegaSNPHunter: a learning approach to detect disease predisposition SNPs and high level interactions in genome wide association study
1 reference
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Crossref
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https://api.crossref.org/works/10.1002%2FGEPI.20473
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7 January 2021
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inferred from DOI database lookup
Detecting significant single-nucleotide polymorphisms in a rheumatoid arthritis study using random forests.
1 reference
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Crossref
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https://api.crossref.org/works/10.1002%2FGEPI.20473
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7 January 2021
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inferred from DOI database lookup
Genome-wide association analysis by lasso penalized logistic regression
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1002%2FGEPI.20473
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7 January 2021
based on heuristic
inferred from DOI database lookup
Selection of important variables by statistical learning in genome-wide association analysis
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1002%2FGEPI.20473
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Model selection and estimation in regression with grouped variables
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1002%2FGEPI.20473
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7 January 2021
based on heuristic
inferred from DOI database lookup
Data mining, neural nets, trees--problems 2 and 3 of Genetic Analysis Workshop 15.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1002%2FGEPI.20473
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Identifiers
DOI
10.1002/GEPI.20473
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
PubMed ID
19924717
1 reference
stated in
Europe PubMed Central
PubMed ID
19924717
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:19924717%20AND%20SRC:MED&resulttype=core&format=json
retrieved
12 February 2020
ResearchGate publication ID
38100448
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