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127
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BMCBI
2006
153views more  BMCBI 2006»
15 years 15 days ago
Intensity-based hierarchical Bayes method improves testing for differentially expressed genes in microarray experiments
Background: The small sample sizes often used for microarray experiments result in poor estimates of variance if each gene is considered independently. Yet accurately estimating v...
Maureen A. Sartor, Craig R. Tomlinson, Scott C. We...
117
Voted
JCB
2000
103views more  JCB 2000»
15 years 7 days ago
Testing for Differentially-Expressed Genes by Maximum-Likelihood Analysis of Microarray Data
Although two-color uorescent DNA microarrays are now standard equipment in many molecular biology laboratories, methods for identifying differentially expressed genes in microarra...
Trey Ideker, Vesteinn Thorsson, Andrew F. Siegel, ...
BMCBI
2010
158views more  BMCBI 2010»
15 years 17 days ago
Validation of differential gene expression algorithms: Application comparing fold-change estimation to hypothesis testing
Background: Sustained research on the problem of determining which genes are differentially expressed on the basis of microarray data has yielded a plethora of statistical algorit...
Corey M. Yanofsky, David R. Bickel
IMSCCS
2007
IEEE
15 years 6 months ago
Multi-dimensional Cluster Misclassification Test for Pathway Differential Analysis of Diabetes
Gene pathway can be defined as a group of genes that interact with each other to perform some biological processes. Along with the efforts to identify the individual genes that pl...
Lily R. Liang, Vinay Mandal, Yi Lu, Deepak Kumar
90
Voted
VTS
2007
IEEE
102views Hardware» more  VTS 2007»
15 years 6 months ago
Transformer-Coupled Loopback Test for Differential Mixed-Signal Specifications
Byoungho Kim, Zhenhai Fu, Jacob A. Abraham