ENGLISH

Microarray Image and Data Analysis: Theory and Practice

By Luis Rueda

Book information

Publisher
CRC Press
Year
2014
ISBN
978-1-4665-8687-1, 978-1-4665-8682-6
DOI
10.1201/b16622
Language
english
Format
PDF
Filesize
45 MB (47683178 bytes)
Series
Digital Imaging and Computer Vision
Edition
1
Pages
520\516
Time added
2014-08-31 08:00:00
Информатика и вычислительная техника;Искусственный

Description

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 normalization Features cutting-edge approaches to clustering, biclustering, and the reconstruction of regulatory networks Covers different types of microarrays such as DNA, protein, tissue, and low- and high-density oligonucleotide arrays Examines the current state of various microarray technologies, including their availability and affordability Explains how data generated by microarray experiments are analyzed to obtain meaningful biological conclusions An 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.

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