Microarray image and data analysis : theory and practice

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 ty.

Record details

ISBN: 9781466586826
ISBN: 9781466586826
ISBN: 1466586826
ISBN: 1466586877
ISBN: 9781466586871
ISBN: 9781306502689
ISBN: 1306502683
Physical Description: 1 online resource (516 pages) : illustrations
remote
Publisher: Boca Raton : CRC Press/Taylor and Francis, 2014.

Content descriptions

Bibliography, etc. Note:	Includes bibliographical references and index.
Formatted Contents Note:	11. Quality Control and Analysis Algorithms for Tissue Microarrays as Biomarker Validation Tools12. CNV-Interactome-Transcriptome Integration to Detect Driver Genes in Cancerology; 13. Mining Gene-Sample-Time Microarray Data; 14. Systematic and Stochastic Biclustering Algorithms for Microarray Data Analysis; 15. Reconstruction of Regulatory Networks from Microarray Data; 16. Multidimensional Visualization of Microarray Data; 17. Bioconductor Tools for Microarray Data Analysis; Color Insert.
Source of Description Note:	Print version record.