62 search results - page 1 / 13 » Integrating Multiple-Platform Expression Data through Gene S... |
ISBRA
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. We demonstrate a set-level approach to the integration of multiple platform gene expression data for predictive classification and show its utility for boosting classi...
BMCBI
2011
12 years 12 months ago
2011
Background: In the last decades, microarray technology has spread, leading to a dramatic increase of publicly available datasets. The first statistical tools developed were focuse...
BMCBI
2004
13 years 4 months ago
2004
Background: Functional genomics studies are yielding information about regulatory processes in the cell at an unprecedented scale. In the yeast S. cerevisiae, DNA microarrays have...
BICOB
2010
Springer
13 years 5 months ago
2010
Springer
Biomarker discovery for complex diseases is a challenging problem. Most of the existing approaches identify individual genes as disease markers, thereby missing the interactions a...
MMAS
2010
Springer
12 years 11 months ago
2010
Springer
A unified variational methodology is developed for classification and clustering problems, and tested in the classification of tumors from gene expression data. It is based on flu...