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BMCBI
2006
99views more  BMCBI 2006»
14 years 12 months ago
MAGIC-SPP: a database-driven DNA sequence processing package with associated management tools
Background: Processing raw DNA sequence data is an especially challenging task for relatively small laboratories and core facilities that produce as many as 5000 or more DNA seque...
Chun Liang, Feng Sun, Haiming Wang, Junfeng Qu, Ro...
BMCBI
2006
108views more  BMCBI 2006»
14 years 12 months ago
Gene function classification using Bayesian models with hierarchy-based priors
We investigate the application of hierarchical classification schemes to the annotation of gene function based on several characteristics of protein sequences including phylogenic ...
Babak Shahbaba, Radford M. Neal
BMCBI
2007
171views more  BMCBI 2007»
14 years 11 months ago
Classification of microarray data using gene networks
Background: Microarrays have become extremely useful for analysing genetic phenomena, but establishing a relation between microarray analysis results (typically a list of genes) a...
Franck Rapaport, Andrei Zinovyev, Marie Dutreix, E...
BMCBI
2007
149views more  BMCBI 2007»
14 years 11 months ago
Robust imputation method for missing values in microarray data
Background: When analyzing microarray gene expression data, missing values are often encountered. Most multivariate statistical methods proposed for microarray data analysis canno...
Dankyu Yoon, Eun-Kyung Lee, Taesung Park
BMCBI
2007
217views more  BMCBI 2007»
14 years 11 months ago
On consensus biomarker selection
Background: Recent development of mass spectrometry technology enabled the analysis of complex peptide mixtures. A lot of effort is currently devoted to the identification of biom...
Janusz Dutkowski, Anna Gambin
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