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

Buch 10�von 11: Digital Imaging and Computer Vision

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

Softcover

ISBN 10: 1138374806 ISBN 13: 9781138374805

Verlag: CRC Press, 2019

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This book is a compilation of the latest microarray image and data analysis methods from the multidisciplinary international research community. Delivering a detailed discussion of the biological aspects and applications of different types of microarrays, it examines the current state of microarray technology and describes the key stages of image processing, gridding, segmentation, compression, quantification, and normalization. Featuring cutting-edge approaches to clustering and the reconstruction of regulatory networks, the book explains how data generated by microarray experiments are analyzed to obtain meaningful biological conclusions.

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�ber 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 Concepci�n, 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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