Microarray Image and Data Analysis: Theory and Practice

✍ Scribed by Luis Rueda

• Publisher: CRC Press
• Year: 2014
• Tongue: English
• Leaves: 516
• Series: Digital Imaging and Computer Vision
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Subjects

Информатика и вычислительная техника;Искусственный интеллект;Распознавание образов;