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Microarray data analysis : methods and applications

Author: Michael J Korenberg
Publisher: Totowa, N.J. : Humana Press, ©2007.
Series: Methods in molecular biology (Clifton, N.J.), v. 377.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"In this new volume, renowned authors contribute fascinating, cutting-edge insights into microarray data analysis. This innovative book includes in-depth presentations of genomic signal processing, artificial neural network use for microarray data analysis, signal processing and design of microarray time series experiments, application of regression methods, gene expression profiles and prognostic markers for  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Michael J Korenberg
ISBN: 9781588295408 1588295400 9781597453905 1597453900
OCLC Number: 76416554
Description: xiii, 273 pages : illustrations (some color) ; 24 cm.
Contents: Microarray data analysis: an overview of design, methodology, and analysis / Ashani T. Weeraratna and Dennis D. Taub --
Genomic Signal processing: from matrix algebra to genetic networks / Orly Alter --
Online analysis of microarray data using artificial neural networks / Braden Greer and Javed Khan --
Signal processing and the design of microarray time-series experiments / Robert R. Klevecz, Caroline M. Li, and James L. Bolen --
Predictive models of gene regulation: application of regression methods to microarray data / Debopriya Das and Michael Q. Zhang --
Statistical framework for gene expression data analysis / Olga Modlich and Marc Munnes --
Gene expression profiles and prognostic markers for primary breast cancer / Yixin Wang [and others] --
Comparing microarray studies / Mayte Suárez-Fariñas and Marcelo O. Magnasco --
A pitfall in series of microarrays: the position of probes affects the cross-correlation of gene expression profiles / Gábor Balázsi and Zoltán N. Oltvai --
In-depth queryof large genomes using tiling arrays / Manoj Pratim Samanta, Waraporn Tongprasit, and Viktor Stolc --
Analysis of comparative genomic hybridization data on cDNA microarrays / Sven Bilke and Javed Khan --
Integrated high-resolution genome-wide analysis of gene dosage and gene expression in human brain tumors / Dejan Juric [and others] --
Progression-associated genes in astrocytoma identified by novel microarray gene expression data reanalysis / Tobey J. MacDonald [and others] --
Interpreting microarray results with gene ontology and MeSH / John D. Osborne [and others] --
Incorporation of gene ontology annotations to enhance microarray data analysis / Michael F. Ochs [and others] --
Predicting survival in follicular lymphoma using tissue microarrays / Michael J. Korenberg, Pedro Farinha, and Randy D. Gascoyne.
Series Title: Methods in molecular biology (Clifton, N.J.), v. 377.
Responsibility: edited by Michael J. Korenberg.
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Abstract:

In this new volume, renowned authors contribute fascinating, cutting-edge insights into microarray data analysis. Information on an array of topics is included in this innovative book including  Read more...

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