Computational Text Analysis: For Functional Genomics and Bioinformatics - Hardcover

Raychaudhuri, Soumya

Hardcover

ISBN 10: 0198567405 ISBN 13: 9780198567400

Publisher: Oxford University Press, 2006

Synopsis

This book brings together the two disparate worlds of computational text analysis and biology and presents some of the latest methods and applications to proteomics, sequence analysis and gene expression data. Modern genomics generates large and comprehensive data sets but their interpretation requires an understanding of a vast number of genes, their complex functions, and interactions. Keeping up with the literature on a single gene is a challenge itself-for thousands of genes it is simply impossible.
Here, Soumya Raychaudhuri presents the techniques and algorithms needed to access and utilize the vast scientific text, i.e. methods that automatically "read" the literature on all the genes. Including background chapters on the necessary biology, statistics and genomics, in addition to practical examples of interpreting many different types of modern experiments, this book is ideal for students and researchers in computational biology, bioinformatics, genomics, statistics and computer science.

About this title

About the Author

Soumya Raychaudhuri is in the Department of Genetics at Stanford University.

Edition details

• Publisher: Oxford University Press
• Publication date: 2006
• ISBN 10: 0198567405
• ISBN 13: 9780198567400
• Binding: Hardcover
• Language: English
• Edition number: 1
• Number of pages: 314