Genomic Sequence Analysis for Exon Prediction Using Adaptive ... - 9780367615802

CRC Press

Genomic Sequence Analysis for Exon Prediction Using Adaptive Signal Processing AlgorithmsAuthor(s): Md. Zia Ur Rahman, Srinivasareddy Putluri\nFormat: Hardback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9780367615802, 978-0367615802\nSynopsis\nThis book addresses the issue of improving the accuracy in exon prediction in DNA sequences using various adaptive techniques based on different performance measures that are crucial in disease diagnosis and therapy. First, the authors present an overview of genomics engineering, structure of DNA sequence and its building blocks, genetic information flow in a cell, gene prediction along with its significance, and various types of gene prediction methods, followed by a review of literature starting with the biological background of genomic sequence analysis. Next, they cover various theoretical considerations of adaptive filtering techniques used for DNA analysis, with an introduction to adaptive filtering.