TY - BOOK AU - Rueda,Luis TI - Microarray image and data analysis: theory and practice T2 - Digital imaging and computer vision series SN - 9781466586826 (hbk) U1 - 572.0287 PY - 2014/// CY - Boca Raton PB - CRC Press,Taylor and Francis KW - Biotechnology KW - Data processing KW - Protein microarrays KW - Image processing KW - SCIENCE / Life Sciences / Biology / General KW - SCIENCE / Biotechnology KW - TECHNOLOGY & ENGINEERING / Biomedical N2 - "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"-- ER -