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Sibios as a Framework for Biomarker Discovery Using Microarray Data
Microarray Data genomic data bioinformatics
2015/5/26
Decoding the human genome resulted in generating large amount of data that need to be analyzed and given a biological meaning. The field of Life Schiences is highly information driven. The genomic dat...
Sibios as a Framework for Biomarker Discovery Using Microarray Data
SIBIOS Microarray Data genomic data bioinformatics
2015/1/9
Decoding the human genome resulted in generating large amount of data that need to be analyzed and given a biological meaning. The field of Life Schiences is highly information driven. The genomic dat...
The importance of distinct modeling strategies for gene and gene-specific treatment effects in hierarchical models for microarray data
Diffierential expression EM algorithm hierarchical models random effects uncertainty
2012/11/23
When analyzing microarray data, hierarchical models are often used to share information across genes when estimating means and variances or identifying differential expression. Many methods utilize so...
Including transcription factor information in the superparamagnetic clustering of microarray data
Including transcription factor information superparamagnetic clustering
2011/1/5
In this work, we modify the superparamagnetic clustering algorithm (SPC) by adding an extra weight to the interaction formula that considers which genes are regulated by the same transcription factor....
Nonparametric estimation of genewise variance for microarray data
Nonparametric estimation genewise variance microarray data
2010/11/17
Estimation of genewise variance arises from two important applications in microarray data analysis: selecting significantly differentially expressed genes and validation tests for normalization of mi...
期刊信息
篇名
An ensemble method for gene discovery based on DNA microarray data
语种
英文
撰写或编译
作者
Li X,Rao S,Zhang T,Guo Z
第一作者单位
刊物名称
Science in China (C), English Edition
页面
2004, 47:396-405
出版日期
2004年
月
日
...