Data mining for genomics and proteomics : analysis of gene and protein expression data / Darius M. Dziuda.

By: Dziuda, Darius M
Material type: TextTextLanguage: English Series: Wiley series on methods and applications in data mining: Publisher: Hoboken, N.J. : Wiley, c2010Description: xvii, 319 p., [8] p. of plates : ill. (some col.) ; 24 cmISBN: 9780470163733 (cloth); 0470163739 (cloth)Subject(s): Genomics -- Data processing | Proteomics -- Data processing | Data mining | Genomics | Proteomics | Data MiningDDC classification: 572.86 DZD LOC classification: QH441.2 | .D98 2010Online resources: OCLC | Ebook Fulltext
Contents:
DATA MINING FOR GENOMICS AND PROTEOMICS; CONTENTS; PREFACE; ACKNOWLEDGMENTS; 1 INTRODUCTION; 2 BASIC ANALYSIS OF GENE EXPRESSION MICROARRAY DATA; 3 BIOMARKER DISCOVERY AND CLASSIFICATION; 4 THE INFORMATIVE SET OF GENES; 5 ANALYSIS OF PROTEIN EXPRESSION DATA; 6 SKETCHES FOR SELECTED EXERCISES; REFERENCES; INDEX.
Summary: Data Mining for Genomics and Proteomics uses pragmatic examples and a complete case study to demonstrate step-by-step how biomedical studies can be used to maximize the chance of extracting new and useful biomedical knowledge from data. It is an excellent resource for students and professionals involved with gene or protein expression data in a variety of settings.
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Includes bibliographical references and index.

DATA MINING FOR GENOMICS AND PROTEOMICS; CONTENTS; PREFACE; ACKNOWLEDGMENTS; 1 INTRODUCTION; 2 BASIC ANALYSIS OF GENE EXPRESSION MICROARRAY DATA; 3 BIOMARKER DISCOVERY AND CLASSIFICATION; 4 THE INFORMATIVE SET OF GENES; 5 ANALYSIS OF PROTEIN EXPRESSION DATA; 6 SKETCHES FOR SELECTED EXERCISES; REFERENCES; INDEX.

Data Mining for Genomics and Proteomics uses pragmatic examples and a complete case study to demonstrate step-by-step how biomedical studies can be used to maximize the chance of extracting new and useful biomedical knowledge from data. It is an excellent resource for students and professionals involved with gene or protein expression data in a variety of settings.

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