777 search results - page 107 / 156 » Can we Find Molecular Signatures from Gene Expression Data |
RECOMB
2004
Springer
14 years 9 months ago
2004
Springer
We present a novel classification-based algorithm called GeneClass for learning to predict gene regulatory response. Our approach is motivated by the hypothesis that in simple orga...
BMCBI
2008
13 years 9 months ago
2008
Background: Analysis of sequence composition is a routine task in genome research. Organisms are characterized by their base composition, dinucleotide relative abundance, codon us...
BMCBI
2008
13 years 9 months ago
2008
Background: Identification of biomarkers among thousands of genes arrayed for disease classification has been the subject of considerable research in recent years. These studies h...
BIBM
2008
IEEE
13 years 9 months ago
2008
IEEE
This paper addresses the protein classification problem, and explores how its accuracy can be improved by using information from time-course gene expression data. The methods are ...
BMCBI
2005
2005
A microarray data-based semi-kinetic method for predicting quantitative dynamics of genetic networks
13 years 8 months ago
Background: Elucidating the dynamic behaviour of genetic regulatory networks is one of the most significant challenges in systems biology. However, conventional quantitative predi...