Microarray data analysis toolbox (MDAT): For normalization, adjustment and analysis of gene expression data

Nicholas Knowlton, Igor M. Dozmorov, Michael Centola

Research output: Contribution to journalArticle

23 Citations (Scopus)

Abstract

Summary: We introduce a novel Matlab toolbox for microarray data analysis. This toolbox uses normalization based upon a normally distributed background and differential gene expression based on five statistical measures. The objects in this toolbox are open source and can be implemented to suit your application.

Original languageEnglish (US)
Pages (from-to)3687-3690
Number of pages4
JournalBioinformatics
Volume20
Issue number18
DOIs
StatePublished - Dec 12 2004

Fingerprint

Microarray Data Analysis
Differential Expression
Microarray Analysis
Microarrays
Gene Expression Data
Gene expression
Open Source
Normalization
Gene Expression
MATLAB
Adjustment
Background
Object

ASJC Scopus subject areas

  • Clinical Biochemistry
  • Computer Science Applications
  • Computational Theory and Mathematics

Cite this

Microarray data analysis toolbox (MDAT) : For normalization, adjustment and analysis of gene expression data. / Knowlton, Nicholas; Dozmorov, Igor M.; Centola, Michael.

In: Bioinformatics, Vol. 20, No. 18, 12.12.2004, p. 3687-3690.

Research output: Contribution to journalArticle

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