The Resource Microarray image and data analysis : theory and practice, edited by Luis Rueda

Microarray image and data analysis : theory and practice, edited by Luis Rueda

Label
Microarray image and data analysis : theory and practice
Title
Microarray image and data analysis
Title remainder
theory and practice
Statement of responsibility
edited by Luis Rueda
Contributor
Editor
Subject
Language
eng
Summary
"Microarray Image and Data Analysis: Theory and Practice is a compilation of the latest and greatest microarray image and data analysis methods from the multidisciplinary international research community. Delivering a detailed discussion of the biological aspects and applications of microarrays, the book:Describes the key stages of image processing, gridding, segmentation, compression, quantification, and normalizationFeatures cutting-edge approaches to clustering, biclustering, and the reconstruction of regulatory networksCovers different types of microarrays such as DNA, protein, tissue, and low- and high-density oligonucleotide arraysExamines the current state of various microarray technologies, including their availability and affordabilityExplains how data generated by microarray experiments are analyzed to obtain meaningful biological conclusionsAn essential reference for academia and industry, Microarray Image and Data Analysis: Theory and Practice provides readers with valuable tools and techniques that extend to a wide range of biological studies and microarray platforms"--
Member of
Assigning source
Provided by publisher
Cataloging source
NhCcYBP
Illustrations
  • illustrations
  • plates
Index
index present
LC call number
TP248.25.A96
LC item number
M53 2014
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Rueda, Luis
  • ProQuest (Firm)
Series statement
Digital imaging and computer vision series
http://library.link/vocab/subjectName
  • Biotechnology
  • Protein microarrays
  • Image processing
Label
Microarray image and data analysis : theory and practice, edited by Luis Rueda
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Machine generated contents note: ch. 1 Introduction to Microarrays / Adnan Ali -- ch. 2 Biological Aspects: Types and Applications of Microarrays / Adnan Ali -- ch. 3 Gridding Methods for DNA Microarray Images / Luis Rueda -- ch. 4 Machine Learning-Based DNA Microarray Image Gridding / Dimitris Maroulis -- ch. 5 Non-Statistical Segmentation Methods for DNA Microarray Images / Shahram Shirani -- ch. 6 Statistical Segmentation Methods for DNA Microarray Images / Henry Horng-Shing Lu -- ch. 7 Microarray Image Restoration and Noise Filtering / Rastislav Lukac -- ch. 8 Compression of DNA Microarray Images / Joan Serra-Sagrista -- ch. 9 Image Processing of Affymetrix Microarrays / Jose Manuel Arteaga-Salas -- ch. 10 Treatment of Noise and Artifacts in Affymetrix Arrays / Caroline C. Friedel -- ch. 11 Quality Control and Analysis Algorithms for Tissue Microarrays as Biomarker Validation Tools / May D. Wang -- ch. 12 CNV-Interactome-Transcriptome Integration to Detect Driver Genes in Cancerology / Ghislain Bidaut -- ch. 13 Mining Gene-Sample-Time Microarray Data / Alioune Ngom -- ch. 14 Systematic and Stochastic Biclustering Algorithms for Microarray Data Analysis / Jin-Kao Hao -- ch. 15 Reconstruction of Regulatory Networks from Microarray Data / Ahmet Sacan -- ch. 16 Multidimensional Visualization of Microarray Data / Marjan Trutschl -- ch. 17 Bioconductor Tools for Microarray Data Analysis / Colin S. Gillespie
Dimensions
unknown
Extent
1 online resource (xviii, 486 pages, 16 unnumbered pages of plates.) :
Form of item
online
Isbn
9781466586871
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Reproduction note
Electronic reproduction.
Specific material designation
remote
Stock number
99979112768
System control number
(NhCcYBP)11241977
Label
Microarray image and data analysis : theory and practice, edited by Luis Rueda
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Machine generated contents note: ch. 1 Introduction to Microarrays / Adnan Ali -- ch. 2 Biological Aspects: Types and Applications of Microarrays / Adnan Ali -- ch. 3 Gridding Methods for DNA Microarray Images / Luis Rueda -- ch. 4 Machine Learning-Based DNA Microarray Image Gridding / Dimitris Maroulis -- ch. 5 Non-Statistical Segmentation Methods for DNA Microarray Images / Shahram Shirani -- ch. 6 Statistical Segmentation Methods for DNA Microarray Images / Henry Horng-Shing Lu -- ch. 7 Microarray Image Restoration and Noise Filtering / Rastislav Lukac -- ch. 8 Compression of DNA Microarray Images / Joan Serra-Sagrista -- ch. 9 Image Processing of Affymetrix Microarrays / Jose Manuel Arteaga-Salas -- ch. 10 Treatment of Noise and Artifacts in Affymetrix Arrays / Caroline C. Friedel -- ch. 11 Quality Control and Analysis Algorithms for Tissue Microarrays as Biomarker Validation Tools / May D. Wang -- ch. 12 CNV-Interactome-Transcriptome Integration to Detect Driver Genes in Cancerology / Ghislain Bidaut -- ch. 13 Mining Gene-Sample-Time Microarray Data / Alioune Ngom -- ch. 14 Systematic and Stochastic Biclustering Algorithms for Microarray Data Analysis / Jin-Kao Hao -- ch. 15 Reconstruction of Regulatory Networks from Microarray Data / Ahmet Sacan -- ch. 16 Multidimensional Visualization of Microarray Data / Marjan Trutschl -- ch. 17 Bioconductor Tools for Microarray Data Analysis / Colin S. Gillespie
Dimensions
unknown
Extent
1 online resource (xviii, 486 pages, 16 unnumbered pages of plates.) :
Form of item
online
Isbn
9781466586871
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Reproduction note
Electronic reproduction.
Specific material designation
remote
Stock number
99979112768
System control number
(NhCcYBP)11241977

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