Genomic Signal Processing is popular PDF and ePub book, written by Ilya Shmulevich in 2014-09-08, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Genomic Signal Processing can be Read Online from any device for your convenience.
Genomic Signal Processing Book PDF Summary
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.
Detail Book of Genomic Signal Processing PDF
- Author : Ilya Shmulevich
- Release : 08 September 2014
- Publisher : Princeton University Press
- ISBN : 9781400865260
- Genre : Science
- Total Page : 314 pages
- Language : English
- PDF File Size : 12,7 Mb
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