Microarray Image and Data Analysis: Theory and Practice (Digital Imaging and Computer Vision)

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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.

Product Details

  • Series: Digital Imaging and Computer Vision (Book 8)
  • Hardcover: 520 pages
  • Publisher: CRC Press; 1 edition (March 6, 2014)
  • Language: English
  • ISBN-10: 1466586826
  • ISBN-13: 9781466586826

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