Genomic Signal Processing (Princeton Series in Applied Mathematics)

Genomic Signal Processing (Princeton Series in Applied Mathematics) by Ilya Shmulevich

Title: Genomic Signal Processing (Princeton Series in Applied Mathematics)
Author: Ilya Shmulevich
ISBN10: 0691117624
ISBN13: 978-0691117621
Publisher: Princeton University Press; y First edition edition (July 22, 2007)
Language: English
Subcategory: Medicine & Health Sciences
Size PDF: 1910 kb
Size Fb2: 1774 kb
Rating: 4.8/5
Votes: 248
Pages: 288 pages
Other Format: lrf lrf azw docx

Genomic Signal Processing (Princeton Series in Applied Mathematics) by Ilya Shmulevich


pdf epub fb2 djvu



Genomic signal processing (GSP) can be defined as the analysis, processing, and use of genomic signals to gain biological knowledge, and the translation of that knowledge into systems-based applications that can be used to diagnose and treat genetic diseases. Situated at the crossroads of engineering, biology, mathematics, statistics, and computer science, GSP requires the development of both nonlinear dynamical models that adequately represent genomic regulation, and diagnostic and therapeutic tools based on these models. This book facilitates these developments by providing rigorous mathematical definitions and propositions for the main elements of GSP and by paying attention to the validity of models relative to the data. Ilya Shmulevich and Edward Dougherty cover real-world situations and explain their mathematical modeling in relation to systems biology and systems medicine.

Genomic Signal Processing makes a major contribution to computational biology, systems biology, and translational genomics by providing a self-contained explanation of the fundamental mathematical issues facing researchers in four areas: classification, clustering, network modeling, and network intervention.

Related to Genomic Signal Processing (Princeton Series in Applied Mathematics) pdf / fb2 / epub ebooks: