Independent Component Analysis of Simulated 2D Electrophoresis Gels

机译：模拟2D电泳凝胶的独立成分分析

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We present a novel method to detect differentially expressed proteins in simulated two-dimensional electrophoresis (2DE) gels using spatial independent component analysis (ICA). We use an analysis-of-variance (ANOVA) approach as a benchmark for comparison

机译：我们提出了一种新的方法来检测使用空间独立成分分析（ICA）在模拟的二维电泳（2DE）凝胶中差异表达的蛋白质。我们使用方差分析（ANOVA）方法作为比较基准

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来源
《Machine Learning for Signal Processing, 2006 IEEE Workshop on; Maynooth,Ireland》||P.397-402|共6页
会议地点 MaynoothIreland
作者
Correa; N.; Safavi; H.; Wei Xiong; Roy; A.; Adali; T.; Seillier-Moiseiwitsch; F.;
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原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
biochemistry; bioelectric phenomena; biological techniques; electrophoresis; independent component analysis; molecular biophysics; proteins; wavelet transforms; ANOVA approach; analysis-of-variance approach; differentially expressed protein detection; independent c;

机译：生物化学;生物电现象;生物学技术;电泳;独立成分分析;分子生物物理学;蛋白质;小波变换; ANOVA方法;方差分析法;差异表达蛋白质检测;独立c;

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专利

1. Independent component analysis of 2-D electrophoresis gels. [J] . Safavi H, Correa N, Xiong W, Electrophoresis: The Official Journal of the International Electrophoresis Society . 2008,第19期

机译：二维电泳凝胶的独立成分分析。
2. Gel2DE - A software tool for correlation analysis of 2D gel electrophoresis data [J] . Ola K ?ye, Katarina M J?rgensen, Sigrun M Hjelle, BMC Bioinformatics . 2013,第1期

机译：Gel2DE-用于2D凝胶电泳数据相关性分析的软件工具
3. An investigation of pectin methylesterification patterns by two independent methods: capillary electrophoresis and polysaccharide analysis using carbohydrate gel electrophoresis [J] . Goubet F, Strom A, Dupree P, Carbohydrate research . 2005,第6期

机译：果胶甲基酯化模式的研究通过两种独立的方法进行：毛细管电泳和使用糖凝胶电泳的多糖分析
4. INDEPENDENT COMPONENT ANALYSIS OF SIMULATED 2D ELECTROPHORESIS GELS [C] . Nicolle Correa, Haleh Safavi, Wei Xiong, IEEE Workshop on Machine Learning for Signal Processing . 2006

机译：模拟2D电泳凝胶的独立组分分析
5. Scoring the SF-36 Health Survey in Scleroderma using Independent Component Analysis and Principal Component Analysis [D] . Shawli, Alaa 2011

机译：使用独立成分分析和主成分分析对硬皮病进行SF-36健康调查评分
6. Gel2DE - A software tool for correlation analysis of 2D gel electrophoresis data [O] . Ola Kristoffer Øye, Katarina M Jørgensen, Sigrun M Hjelle, 2013

机译：Gel2DE-用于2D凝胶电泳数据相关性分析的软件工具
7. INDEPENDENT COMPONENT ANALYSIS OF SIMULATED 2D ELECTROPHORESIS GELS [O] . Nicolle Correat, Haleh Safavit, Wei Xiongt, 2013

机译：模拟二维电泳凝胶的独立成分分析
8. Western Blot Analysis of the Exotoxins Components from Bacillus anthracis Separated by Isoelectric Focusing Gel Electrophoresis [R] . Little, S. F. 2004

机译：等电聚焦凝胶电泳分离炭疽杆菌外毒素组分的Western Blot分析

Independent Component Analysis of Simulated 2D Electrophoresis Gels

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