475 search results - page 15 / 95 » Clustering cancer gene expression data: a comparative study |
120
Voted
JMLR
2010
14 years 6 months ago
2010
Machine learning methods that can use additional knowledge in their inference process are central to the development of integrative bioinformatics. Inclusion of background knowled...
102
Voted
BMCBI
2011
14 years 6 months ago
2011
Background: Many different microarray experiments are publicly available today. It is natural to ask whether different experiments for the same phenotypic conditions can be combin...
107
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BMCBI
2010
14 years 11 months ago
2010
Background: Methylation of CpG islands within the DNA promoter regions is one mechanism that leads to aberrant gene expression in cancer. In particular, the abnormal methylation o...
82
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BMCBI
2007
14 years 11 months ago
2007
Background: High-throughput experiments, such as with DNA microarrays, typically result in hundreds of genes potentially relevant to the process under study, rendering the interpr...
BMCBI
2006
14 years 11 months ago
2006
Background: The increasing availability of time-series expression data opens up new possibilities to study functional linkages of genes. Present methods used to infer functional l...