Microarray Image and Data Analysis: Theory and Practice: 8 (Digital Imaging and Computer Vision) - Hardcover

 
9781466586826: Microarray Image and Data Analysis: Theory and Practice: 8 (Digital Imaging and Computer Vision)
Hardcover
ISBN 10: 1466586826 ISBN 13: 9781466586826
Verlag: CRC Press, 2014

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Luis Rueda is professor for the School of Computer Science, University of Windsor, Ontario, Canada. Before joining the University of Windsor, he earned a Ph.D from Carleton University, Ottawa, Ontario, Canada and spent two years at the University of Concepción, Chile. A member of IEEE, the Association for Computing Machinery, and the International Society for Computational Biology, he holds three patents on data encryption, secrecy, and stealth; has published over 100 journal and conference papers; and has participated in numerous editorial and technical committees. His research is primarily focused on machine learning and pattern recognition in transcriptomics, interactomics, and genomics.

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Verlag
CRC Press
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
1466586826
ISBN 13 
9781466586826
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
520
Herausgeber
Rueda Luis
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

Weitere beliebte Ausgaben desselben Titels

9781138374805: Microarray Image and Data Analysis: Theory and Practice (Digital Imaging and Computer Vision)

Vorgestellte Ausgabe

ISBN 10:  1138374806 ISBN 13:  9781138374805
Verlag: CRC Press, 2019
Softcover