Theory and Practice
1. Auflage 2019,
520 Seiten, Kartoniert, Format (B × H): 159 mm x 234 mm, Gewicht: 962 g
Reihe: Digital Imaging and Computer Vision
Verlag: Taylor & Francis Ltd
Rueda Microarray Image and Data AnalysisMicroarray 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.
Graduate and advanced-level undergraduate students, professors, academic and industry researchers, and practitioners in multidisciplinary fields including bioinformatics, data mining, computer science, information technology, statistics, biology, biochemistry, genomics, and biomedical engineering.