Application of t-SNE to human genetic data (Q38674308)

5 September 2017

title

Application of t-SNE to human genetic data (English)

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t-Distributed Stochastic Neighbor Embedding

5 September 2017

main subject

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Wentian Li

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5 September 2017

Jane E Cerise

series ordinal

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5 September 2017

Yaning Yang

series ordinal

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5 September 2017

Henry Han

series ordinal

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5 September 2017

publication date

23 June 2017

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Journal of Bioinformatics and Computational Biology

5 September 2017

published in

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5 September 2017

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5 September 2017

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5 September 2017

page(s)

1750017

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The future of genetic studies of complex human diseases

5 September 2017

cites work

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https://api.crossref.org/works/10.1142%2FS0219720017500172

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A tutorial on statistical methods for population association studies

21 January 2018

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Three lectures on case-control genetic association analysis.

21 January 2018

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Genomewide association studies and assessment of the risk of disease

21 January 2018

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Beyond GWASs: illuminating the dark road from association to function

21 January 2018

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The NHGRI GWAS Catalog, a curated resource of SNP-trait associations

21 January 2018

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Population stratification and spurious allelic association

21 January 2018

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Genomic control for association studies

21 January 2018

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A haplotype-based 'haplotype relative risk' approach to detecting allelic associations.

21 January 2018

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A unified mixed-model method for association mapping that accounts for multiple levels of relatedness

21 January 2018

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https://api.crossref.org/works/10.1142%2FS0219720017500172

Variance component model to account for sample structure in genome-wide association studies

21 January 2018

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https://api.crossref.org/works/10.1142%2FS0219720017500172

Advantages and pitfalls in the application of mixed-model association methods

21 January 2018

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https://api.crossref.org/works/10.1142%2FS0219720017500172

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

21 January 2018

1 reference

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Population structure and eigenanalysis

21 January 2018

1 reference

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Principal component analysis of genetic data

21 January 2018

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https://api.crossref.org/works/10.1142%2FS0219720017500172

Interpreting principal component analyses of spatial population genetic variation

21 January 2018

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Multidimensional scaling for large genomic data sets

21 January 2018

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Nonmetric multidimensional scaling corrects for population structure in association mapping with different sample types

21 January 2018

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Fast Principal-Component Analysis Reveals Convergent Evolution of ADH1B in Europe and East Asia

21 January 2018

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Correlation between genetic and geographic structure in Europe

21 January 2018

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viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia

21 January 2018

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Revealing the vectors of cellular identity with single-cell genomics

21 January 2018

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Single-Cell Transcriptomics Bioinformatics and Computational Challenges

21 January 2018

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Visualization of SNPs with t-SNE

21 January 2018

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A map of human genome variation from population-scale sequencing

21 January 2018

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An integrated map of genetic variation from 1,092 human genomes

21 January 2018

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A global reference for human genetic variation

21 January 2018

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A "nonnegative PCA" algorithm for independent component analysis

21 January 2018

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Nonnegative Principal Component Analysis for Cancer Molecular Pattern Discovery

21 January 2018

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Derivative component analysis for mass spectral serum proteomic profiles

21 January 2018

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Investigation of inversion polymorphisms in the human genome using principal components analysis

21 January 2018

1 reference

https://api.crossref.org/works/10.1142%2FS0219720017500172

The origin, global distribution, and functional impact of the human 8p23 inversion polymorphism

21 January 2018

1 reference

https://api.crossref.org/works/10.1142%2FS0219720017500172

Principal component analysis reveals the 1000 Genomes Project does not sufficiently cover the human genetic diversity in Asia

21 January 2018

1 reference

https://api.crossref.org/works/10.1142%2FS0219720017500172

Fast principal component analysis of large-scale genome-wide data

21 January 2018

1 reference

https://api.crossref.org/works/10.1142%2FS0219720017500172

Robust relationship inference in genome-wide association studies

21 January 2018

1 reference

https://api.crossref.org/works/10.1142%2FS0219720017500172

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1142%2FS0219720017500172

10.1142/S0219720017500172

21 January 2018

Identifiers

DOI

1 reference

5 September 2017

DBLP publication ID

journals/jbcb/LiCYH17

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DBLP Dataset 2021-01-02

28 January 2021

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