Application of t-SNE to human genetic data

The t-distributed stochastic neighbor embedding t-SNE is a new dimension reduction and visualization technique for high-dimensional data. t-SNE is rarely applied to human genetic data, even though it is commonly used in other data-intensive biological fields, such as single-cell genomics. We explore...

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Bibliographische Detailangaben

Veröffentlicht in:	Journal of bioinformatics and computational biology Jg. 15; H. 4; S. 1750017
Hauptverfasser:	Li, Wentian, Cerise, Jane E, Yang, Yaning, Han, Henry
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Singapore 01.08.2017
Schlagworte:	Computational Biology - methods Computer Graphics Genetics, Population Genome-Wide Association Study Human Genetics Humans Polymorphism, Single Nucleotide Principal Component Analysis t-SNE SNP dimension reduction PCA
ISSN:	1757-6334, 1757-6334
Online-Zugang:	Weitere Angaben
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