Opis: Microarray Image and Data Analysis

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.Preface Editor Contributors Introduction to Microarrays Luis Rueda and Adnan Ali Biological Aspects: Types and Applications of Microarrays Adnan Ali Gridding Methods for DNA Microarray Images Iman Rezaeian and Luis Rueda Machine Learning-Based DNA Microarray Image Gridding Dimitris Bariamis, Michalis Savelonas, and Dimitris Maroulis Non-Statistical Segmentation Methods for DNA Microarray Images Shahram Shirani Statistical Segmentation Methods for DNA Microarray Images Meng-Yuan Tsai, Tai-Been Chen, and Henry Horng-Shing Lu Microarray Image Restoration and Noise Filtering Rastislav Lukac Compression of DNA Microarray Images Miguel Hern'andez-Cabronero, Michael W. Marcellin, and Joan Serra-Sagrist'a Image Processing of Affymetrix Microarrays Jose Manuel Arteaga-Salas Treatment of Noise and Artifacts in Affymetrix Arrays Caroline C. Friedel Quality Control and Analysis Algorithms for Tissue Microarrays as Biomarker Validation Tools Todd H. Stokes, Sonal Kothari, Chih-wen Cheng, and May D. Wang CNV-Interactome-Transcriptome Integration to Detect Driver Genes in Cancerology Maxime Garcia, Raphaele Millat-Carus, Franc,ois Bertucci, Pascal Finetti, Arnaud Guille, Jos'e Ad'elaide, Ismahane Bekhouche, Renaud Sabatier, Max Chaffanet, Daniel Birnbaum, and Ghislain Bidaut Mining Gene-Sample-Time Microarray Data Yifeng Li and Alioune Ngom Systematic and Stochastic Biclustering Algorithms for Microarray Data Analysis Wassim Ayadi, Mourad Elloumi, and Jin-Kao Hao Reconstruction of Regulatory Networks from Microarray Data Yiqian Zhou, Rehman Qureshi, Francis Bell, and Ahmet Sacan Multidimensional Visualization of Microarray Data Urska Cvek and Marjan Trutschl Bioconductor Tools for Microarray Data Analysis Simon Cockell, Matthew Bashton, and Colin S. Gillespie Index

Szczegóły: Microarray Image and Data Analysis

Tytuł: Microarray Image and Data Analysis
Producent: CRC Press Inc.
ISBN: 9781466586826
Rok produkcji: 2014
Ilość stron: 520
Oprawa: Twarda
Waga: 0.86 kg

Recenzje: Microarray Image and Data Analysis