(Q34596089)

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ETHNOPRED: a novel machine learning method for accurate continental and sub-continental ancestry identification and population stratification correction

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scholarly article

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Europe PubMed Central

PubMed publication ID

3 August 2017

ETHNOPRED: a novel machine learning method for accurate continental and sub-continental ancestry identification and population stratification correction (English)

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Europe PubMed Central

PubMed publication ID

3 August 2017

machine learning

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2

object named as

Yadav Sapkota

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Europe PubMed Central

PubMed publication ID

3 August 2017

author name string

Mohsen Hajiloo

1

1 reference

Europe PubMed Central

PubMed publication ID

3 August 2017

John R Mackey

3

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Europe PubMed Central

PubMed publication ID

3 August 2017

Paula Robson

4

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Europe PubMed Central

PubMed publication ID

3 August 2017

Russell Greiner

5

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Europe PubMed Central

PubMed publication ID

3 August 2017

Sambasivarao Damaraju

6

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Europe PubMed Central

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3 August 2017

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publication date

22 February 2013

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Europe PubMed Central

PubMed publication ID

3 August 2017

BMC Bioinformatics

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Europe PubMed Central

PubMed publication ID

3 August 2017

14

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Europe PubMed Central

PubMed publication ID

3 August 2017

61

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Europe PubMed Central

PubMed publication ID

3 August 2017

https://scigraph.springernature.com/pub.10.1186/1471-2105-14-61

0 references

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7 July 2018

A comparison of association methods correcting for population stratification in case-control studies

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7 July 2018

Genome-wide patterns of population structure and admixture in West Africans and African Americans

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7 July 2018

An ancestry informative marker set for determining continental origin: validation and extension using human genome diversity panels

1 reference

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A kinship-based modification of the armitage trend test to address hidden population structure and small differential genotyping errors

1 reference

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

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Evaluating microarray-based classifiers: an overview

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Analysis of East Asia genetic substructure using genome-wide SNP arrays

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7 July 2018

Ancestry informative marker sets for determining continental origin and admixture proportions in common populations in America

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7 July 2018

Interpreting principal component analyses of spatial population genetic variation

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7 July 2018

Genome-wide association studies for complex traits: consensus, uncertainty and challenges

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7 July 2018

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7 July 2018

A panel of ancestry informative markers for estimating individual biogeographical ancestry and admixture from four continents: utility and applications

1 reference

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7 July 2018

Simple and efficient analysis of disease association with missing genotype data

1 reference

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7 July 2018

Application of ancestry informative markers to association studies in European Americans

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Analysis and application of European genetic substructure using 300 K SNP information

1 reference

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7 July 2018

The NCBI dbGaP database of genotypes and phenotypes

1 reference

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7 July 2018

Machine learning and its applications to biology

1 reference

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A genomewide single-nucleotide-polymorphism panel for Mexican American admixture mapping

1 reference

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7 July 2018

A method to address differential bias in genotyping in large-scale association studies

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Measuring European population stratification with microarray genotype data

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Population structure and eigenanalysis

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

1 reference

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7 July 2018

European population substructure: clustering of northern and southern populations

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Principal components analysis corrects for stratification in genome-wide association studies

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Using ancestry-informative markers to define populations and detect population stratification

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Machine learning in bioinformatics

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Effects of differential genotyping error rate on the type I error probability of case-control studies

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Population structure, differential bias and genomic control in a large-scale, case-control association study

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

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A novel ensemble machine learning for robust microarray data classification

1 reference

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Recognition of protein/gene names from text using an ensemble of classifiers

1 reference

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7 July 2018

Genome-wide association studies for common diseases and complex traits

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

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Ensemble machine learning on gene expression data for cancer classification.

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7 July 2018

The effects of human population structure on large genetic association studies

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Assessing the impact of population stratification on genetic association studies

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Population stratification and spurious allelic association

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3618021

7 July 2018

Genetic structure of human populations

1 reference

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Current methods of gene prediction, their strengths and weaknesses

1 reference

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7 July 2018

Genomic control for association studies

1 reference

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1 reference

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1 reference

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1 reference

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1 reference

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1 reference

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1 reference

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1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-14-61

21 January 2018

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1 reference

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1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-14-61

21 January 2018

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1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-14-61

21 January 2018

Increase of rejection rate in case-control studies with the differential genotyping error rates

1 reference

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27 October 2018

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1 reference

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27 October 2018

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1 reference

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27 October 2018

Allowing for genotyping error in analysis of unmatched case-control studies.

1 reference

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27 October 2018

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9 December 2018

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10.1186/1471-2105-14-61

1 reference

Europe PubMed Central

PubMed publication ID

3 August 2017

DBLP publication ID

journals/bmcbi/HajilooSMRGD13

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DBLP Dataset 2021-01-02

28 January 2021

Dimensions Publication ID

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PMC publication ID

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Europe PubMed Central

PubMed publication ID

3 August 2017

PubMed publication ID

1 reference

Europe PubMed Central

PubMed publication ID

3 August 2017

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