Independent component analysis: Mining microarray data for fundamental human gene expression modules

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2010.07.001 ◽

2010 ◽

Vol 43 (6) ◽

pp. 932-944 ◽

Author(s):

Jesse M. Engreitz ◽

Bernie J. Daigle ◽

Jonathan J. Marshall ◽

Russ B. Altman

Keyword(s):

Gene Expression ◽

Independent Component Analysis ◽

Microarray Data ◽

Component Analysis ◽

Independent Component ◽

Human Gene Expression

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Cancer Classification in Microarray Data using a Hybrid Selective Independent Component Analysis and ϑ-Support Vector Machine Algorithm

Journal of Medical Signals & Sensors ◽

10.4103/2228-7477.143811 ◽

2014 ◽

Vol 4 (4) ◽

pp. 291 ◽

Author(s):

Hamidreza Saberkari ◽

Mousa Shamsi ◽

Mahsa Joroughi ◽

Faegheh Golabi ◽

MohammadHossein Sedaaghi

Keyword(s):

Support Vector Machine ◽

Independent Component Analysis ◽

Microarray Data ◽

Component Analysis ◽

Cancer Classification ◽

Independent Component ◽

Support Vector ◽

Support Vector Machine Algorithm

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Independent component analysis of gene expression profiles in the hepatic inflammatory response

Proceedings of the IEEE 31st Annual Northeast Bioengineering Conference, 2005. ◽

10.1109/nebc.2005.1431998 ◽

2005 ◽

Author(s):

A.M. Nicolini ◽

S.M. Dunn ◽

C.M. Roth

Keyword(s):

Gene Expression ◽

Independent Component Analysis ◽

Inflammatory Response ◽

Expression Profiles ◽

Gene Expression Profiles ◽

Component Analysis ◽

Independent Component

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Studying dna microarray data using independent component analysis

First International Symposium on Control, Communications and Signal Processing, 2004. ◽

10.1109/isccsp.2004.1296521 ◽

2004 ◽

Author(s):

J.A. Berger ◽

S.K. Mitra ◽

H. Edgren

Keyword(s):

Independent Component Analysis ◽

Dna Microarray ◽

Microarray Data ◽

Component Analysis ◽

Independent Component ◽

Dna Microarray Data

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Gene Expression Data Classification Using Consensus Independent Component Analysis

Genomics Proteomics & Bioinformatics ◽

10.1016/s1672-0229(08)60022-4 ◽

2008 ◽

Vol 6 (2) ◽

pp. 74-82 ◽

Author(s):

Chun-Hou Zheng ◽

De-Shuang Huang ◽

Xiang-Zhen Kong ◽

Xing-Ming Zhao

Keyword(s):

Gene Expression ◽

Independent Component Analysis ◽

Gene Expression Data ◽

Data Classification ◽

Component Analysis ◽

Independent Component ◽

Expression Data

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Linear modes of gene expression determined by independent component analysis

Bioinformatics ◽

10.1093/bioinformatics/18.1.51 ◽

2002 ◽

Vol 18 (1) ◽

pp. 51-60 ◽

Author(s):

W. Liebermeister

Keyword(s):

Gene Expression ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component

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Independent component analysis of Alzheimer's DNA microarray gene expression data

Molecular Neurodegeneration ◽

10.1186/1750-1326-4-5 ◽

2009 ◽

Vol 4 (1) ◽

pp. 5 ◽

Author(s):

Wei Kong ◽

Xiaoyang Mou ◽

Qingzhong Liu ◽

Zhongxue Chen ◽

Charles R Vanderburg ◽

...

Keyword(s):

Gene Expression ◽

Independent Component Analysis ◽

Dna Microarray ◽

Gene Expression Data ◽

Component Analysis ◽

Microarray Gene Expression Data ◽

Independent Component ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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Molecular diagnosis of human cancer type by gene expression profiles and independent component analysis

European Journal of Human Genetics ◽

10.1038/sj.ejhg.5201495 ◽

2005 ◽

Vol 13 (12) ◽

pp. 1303-1311 ◽

Author(s):

Xue Wu Zhang ◽

Yee Leng Yap ◽

Dong Wei ◽

Feng Chen ◽

Antoine Danchin

Keyword(s):

Gene Expression ◽

Independent Component Analysis ◽

Molecular Diagnosis ◽

Human Cancer ◽

Expression Profiles ◽

Gene Expression Profiles ◽

Component Analysis ◽

Independent Component ◽

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Analyzing time-dependent microarray data using independent component analysis derived expression modes from human macrophages infected with F. tularensis holartica

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2009.01.002 ◽

2009 ◽

Vol 42 (4) ◽

pp. 605-611 ◽

Author(s):

D. Lutter ◽

Th. Langmann ◽

P. Ugocsai ◽

C. Moehle ◽

E. Seibold ◽

...

Keyword(s):

Independent Component Analysis ◽

Microarray Data ◽

Component Analysis ◽

Independent Component ◽

Time Dependent ◽

Human Macrophages

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Integration of gene expression and gene copy number variations with independent component analysis

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2008.4650508 ◽

2008 ◽

Author(s):

Yu-Ping Wang

Keyword(s):

Gene Expression ◽

Independent Component Analysis ◽

Copy Number ◽

Gene Copy Number ◽

Component Analysis ◽

Copy Number Variations ◽

Independent Component ◽

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Robust Preprocessing of Gene Expression Microarrays for Independent Component Analysis

Independent Component Analysis and Blind Signal Separation - Lecture Notes in Computer Science ◽

10.1007/11679363_89 ◽

2006 ◽

pp. 714-721 ◽

Author(s):

Pedro Gómez Vilda ◽

Francisco Díaz ◽

Rafael Martínez ◽

Raul Malutan ◽

Victoria Rodellar ◽

...

Keyword(s):

Gene Expression ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Gene Expression Microarrays ◽

Expression Microarrays

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