Microarray Bioinformatics

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Author :
Publisher : Humana
ISBN 13 : 9781493994410
Total Pages : 299 pages
Book Rating : 4.9/5 (944 download)

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Book Synopsis Microarray Bioinformatics by : Verónica Bolón-Canedo

Download or read book Microarray Bioinformatics written by Verónica Bolón-Canedo and published by Humana. This book was released on 2019-05-22 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition of the data, its preprocessing, and its posterior analysis. Featuring perspectives from biology, computer science, and statistics, the volume explores machine learning methods such as clustering, feature selection, classification, data normalization, and missing value imputation, as well as the statistical analysis of the data and the most popular computer tools to analyze microarray data. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of detailed implementation advice that will aid researchers in getting successful results. Cutting-edge and authoritative, Microarray Bioinformatics serves as an ideal guide for researchers and graduate students in bioinformatics, with basic knowledge in biology and computer science, and with a view to work with microarray datasets.

Microarray Technology

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Publisher : Humana
ISBN 13 : 9781493931354
Total Pages : 0 pages
Book Rating : 4.9/5 (313 download)

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Book Synopsis Microarray Technology by : Paul C.H. Li

Download or read book Microarray Technology written by Paul C.H. Li and published by Humana. This book was released on 2015-11-28 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides updates of this established field in both methods and applications, as well as advances in applications of the microarray method to biomarkers such as DNAs, RNAs, proteins, glycans and whole cells. Written for the Methods in Molecular Biology series, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and practical, Microarray Technology: Methods and Applications aims to ensure successful results in the further study of this vital field.