High-dimensional genomic data bias correction and data integration using MANCIE

Analyses of data from high-throughput genomic technologies are challenging given large data dimensionality. Here, Liu and colleagues describe a method called MANCIE (Matrix Analysis and Normalization by Concordant Information Enhancement) that can conduct genomic data normalization and bias correcti...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Chongzhi Zang, Tao Wang, Ke Deng, Bo Li, Sheng’en Hu, Qian Qin, Tengfei Xiao, Shihua Zhang, Clifford A. Meyer, Housheng Hansen He, Myles Brown, Jun S. Liu, Yang Xie, X. Shirley Liu
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2016
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/aa14d67d31a54ea9b4ff50393da16654
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:aa14d67d31a54ea9b4ff50393da16654
record_format	dspace
spelling	oai:doaj.org-article:aa14d67d31a54ea9b4ff50393da166542021-12-02T17:31:51ZHigh-dimensional genomic data bias correction and data integration using MANCIE10.1038/ncomms113052041-1723https://doaj.org/article/aa14d67d31a54ea9b4ff50393da166542016-04-01T00:00:00Zhttps://doi.org/10.1038/ncomms11305https://doaj.org/toc/2041-1723Analyses of data from high-throughput genomic technologies are challenging given large data dimensionality. Here, Liu and colleagues describe a method called MANCIE (Matrix Analysis and Normalization by Concordant Information Enhancement) that can conduct genomic data normalization and bias correction to detect biologically relevant information.Chongzhi ZangTao WangKe DengBo LiSheng’en HuQian QinTengfei XiaoShihua ZhangClifford A. MeyerHousheng Hansen HeMyles BrownJun S. LiuYang XieX. Shirley LiuNature PortfolioarticleScienceQENNature Communications, Vol 7, Iss 1, Pp 1-8 (2016)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Chongzhi Zang Tao Wang Ke Deng Bo Li Sheng’en Hu Qian Qin Tengfei Xiao Shihua Zhang Clifford A. Meyer Housheng Hansen He Myles Brown Jun S. Liu Yang Xie X. Shirley Liu High-dimensional genomic data bias correction and data integration using MANCIE
description	Analyses of data from high-throughput genomic technologies are challenging given large data dimensionality. Here, Liu and colleagues describe a method called MANCIE (Matrix Analysis and Normalization by Concordant Information Enhancement) that can conduct genomic data normalization and bias correction to detect biologically relevant information.
format	article
author	Chongzhi Zang Tao Wang Ke Deng Bo Li Sheng’en Hu Qian Qin Tengfei Xiao Shihua Zhang Clifford A. Meyer Housheng Hansen He Myles Brown Jun S. Liu Yang Xie X. Shirley Liu
author_facet	Chongzhi Zang Tao Wang Ke Deng Bo Li Sheng’en Hu Qian Qin Tengfei Xiao Shihua Zhang Clifford A. Meyer Housheng Hansen He Myles Brown Jun S. Liu Yang Xie X. Shirley Liu
author_sort	Chongzhi Zang
title	High-dimensional genomic data bias correction and data integration using MANCIE
title_short	High-dimensional genomic data bias correction and data integration using MANCIE
title_full	High-dimensional genomic data bias correction and data integration using MANCIE
title_fullStr	High-dimensional genomic data bias correction and data integration using MANCIE
title_full_unstemmed	High-dimensional genomic data bias correction and data integration using MANCIE
title_sort	high-dimensional genomic data bias correction and data integration using mancie
publisher	Nature Portfolio
publishDate	2016
url	https://doaj.org/article/aa14d67d31a54ea9b4ff50393da16654
work_keys_str_mv	AT chongzhizang highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT taowang highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT kedeng highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT boli highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT shengenhu highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT qianqin highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT tengfeixiao highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT shihuazhang highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT cliffordameyer highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT houshenghansenhe highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT mylesbrown highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT junsliu highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT yangxie highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie AT xshirleyliu highdimensionalgenomicdatabiascorrectionanddataintegrationusingmancie
_version_	1718380510671011840

High-dimensional genomic data bias correction and data integration using MANCIE

Ejemplares similares