(Q37804514)

23 August 2017

title

Multigenic modeling of complex disease by random forests (English)

1 reference

23 August 2017

Multigenic Modeling of Complex Disease by Random Forests (English)

1 reference

https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

16 August 2024

1 reference

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?resulttype=core&format=json&query=SRC%3AMED%20AND%20EXT_ID%3A21029849

16 August 2024

1

Yan V. Sun

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?resulttype=core&format=json&query=SRC%3AMED%20AND%20EXT_ID%3A21029849

16 August 2024

language of work or name

English

1 reference

National Center for Biotechnology Information

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esummary.fcgi?db=pubmed&retmode=json&id=21029849

16 August 2024

publication date

1 January 2010

1 reference

23 August 2017

1 reference

23 August 2017

volume

72

1 reference

23 August 2017

page(s)

73-99

1 reference

A second generation human haplotype map of over 3.1 million SNPs

23 August 2017

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Genetic mapping in human disease

15 July 2023

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16 August 2024

Enriched random forests

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

GenABEL: an R library for genome-wide association analysis

16 August 2024

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

16 August 2024

Random Forests

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Identifying SNPs predictive of phenotype using random forests

16 August 2024

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Prediction of protein-protein interactions using random decision forest framework

16 August 2024

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1 reference

https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Epigenetic profiles distinguish pleural mesothelioma from normal pleura and predict lung asbestos burden and clinical outcome

16 August 2024

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Detecting gene-gene interactions that underlie human diseases

16 August 2024

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Gene selection and classification of microarray data using random forest.

16 August 2024

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A genome-wide association study of global gene expression

16 August 2024

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Genetic architecture of quantitative traits in mice, flies, and humans

16 August 2024

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Human genetic variation and its contribution to complex traits

16 August 2024

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SCAN: SNP and copy number annotation

16 August 2024

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Proteomic mass spectra classification using decision tree based ensemble methods

16 August 2024

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Discovery of expression QTLs using large-scale transcriptional profiling in human lymphocytes

16 August 2024

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Circulation: overall regulation

16 August 2024

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16 August 2024

Neural network ensembles

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Potential etiologic and functional implications of genome-wide association loci for human diseases and traits

16 August 2024

21

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Unbiased Recursive Partitioning: A Conditional Inference Framework

16 August 2024

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A comparative study of discriminating human heart failure etiology using gene expression profiles

16 August 2024

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A haplotype map of the human genome

16 August 2024

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Application of the random forest classification algorithm to a SELDI-TOF proteomics study in the setting of a cancer prevention trial

16 August 2024

26

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New loci associated with kidney function and chronic kidney disease

16 August 2024

28

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy

16 August 2024

29

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Screening large-scale association study data: exploiting interactions using random forests

16 August 2024

30

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Performance of random forest when SNPs are in linkage disequilibrium.

16 August 2024

32

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Epistasis and its implications for personal genetics.

16 August 2024

33

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Bioinformatics challenges for genome-wide association studies

16 August 2024

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Prediction of Coronary Heart Disease Risk using a Genetic Risk Score: The Atherosclerosis Risk in Communities Study

16 August 2024

35

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Predictor correlation impacts machine learning algorithms: implications for genomic studies.

16 August 2024

36

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

The behaviour of random forest permutation-based variable importance measures under predictor correlation

16 August 2024

37

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Association between a literature-based genetic risk score and cardiovascular events in women

16 August 2024

38

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https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Epistasis--the essential role of gene interactions in the structure and evolution of genetic systems

16 August 2024

39

1 reference

https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

PLINK: a tool set for whole-genome association and population-based linkage analyses

16 August 2024

40

1 reference

https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Inflammation in Hypertension

16 August 2024

42

1 reference

https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Mapping the genetic architecture of gene expression in human liver

16 August 2024

43

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A feature selection method for multilevel mental fatigue EEG classification

16 August 2024

44

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Tumor classification by tissue microarray profiling: random forest clustering applied to renal cell carcinoma

16 August 2024

45

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Complexity in the genetic architecture of leukoaraiosis in hypertensive sibships from the GENOA Study

16 August 2024

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Unbiased split selection for classification trees based on the Gini Index

16 August 2024

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Bias in random forest variable importance measures: illustrations, sources and a solution

16 August 2024

49

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Conditional variable importance for random forests

16 August 2024

50

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Classification of rheumatoid arthritis status with candidate gene and genome-wide single-nucleotide polymorphisms using random forests

16 August 2024

51

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Application of machine learning algorithms to predict coronary artery calcification with a sibship-based design

16 August 2024

52

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Utility of genetic and non-genetic risk factors in prediction of type 2 diabetes: Whitehall II prospective cohort study

16 August 2024

53

1 reference

https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Identification of genes and haplotypes that predict rheumatoid arthritis using random forests.

16 August 2024

54

1 reference

https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

The International HapMap Project

16 August 2024

55

1 reference

https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

Comparison of statistical methods for classification of ovarian cancer using mass spectrometry data

16 August 2024

56

1 reference

https://api.crossref.org/works/10.1016/B978-0-12-380862-2.00004-7

16 August 2024

Identifiers

1 reference

23 August 2017

1 reference