Genomic signal processing: Diagnosis and therapy

被引：22

作者：

Dougherty, ER ^{[1
]}

Datta, A

机构：

[1] Texas A&M Univ, Dept Elect Engn, College Stn, TX 77843 USA

[2] Texas A&M Univ, Dept Genom Signal Proc Lab, College Stn, TX 77843 USA

来源：

IEEE SIGNAL PROCESSING MAGAZINE | 2005年 / 22卷 / 01期

基金：

美国国家科学基金会;

关键词：

D O I：

10.1109/MSP.2005.1407722

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Genomic signal processing (GSP) is the engineering discipline that studies the processing of genomic signals. Its aim is to integrate the theory and methods of signal processing with the global understanding of genomics. This discipline encompasses some methodologies related to signal profiles, including detection, prediction, classification, control, and statistical and dynamical modeling of gene networks. By way of examples, it is illustrated how pattern recognition and network analysis are critical to diagnosis and therapy for genetic diseases such as cancer.

引用

页码：107 / 112

页数：6

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