Title: Data mining for genomics and proteomics : analysis of gene and protein expression data /
Authors: Dziuda, Darius M.
Publisher: Wiley,
Year: 2010
Subjects: Data Mining; Proteomics; Genomics; Genomics Data processing.; Proteomics Data processing.; Data mining.
Abstract: 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.
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.