Genomic Signal Processing 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Shmulevich, Ilya/ Dougherty, Edward R. 作者

Princeton Univ Pr

译者

2007-7 出版日期

312 页数

$ 93.23 价格

HRD

丛书系列

9780691117621 图书编码

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发表于2024-09-22

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Genomic Signal Processing 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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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.

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