158 search results - page 4 / 32 » Predicting cancer involvement of genes from heterogeneous da... |
JMLR
2010
13 years 3 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...
BMCBI
2010
2010
Identifying common prognostic factors in genomic cancer studies: A novel index for censored outcomes
13 years 9 months ago
Background: With the growing number of public repositories for high-throughput genomic data, it is of great interest to combine the results produced by independent research groups...
BMCBI
2007
13 years 8 months ago
2007
Background: The Affymetrix™ technology is nowadays a well-established method for the analysis of gene expression profiles in cancer research studies. However, changes in gene ex...
BMCBI
2011
13 years 11 days ago
2011
Background: Copy number variants (CNVs), including deletions, amplifications, and other rearrangements, are common in human and cancer genomes. Copy number data from array compara...
CSB
2005
IEEE
14 years 2 months ago
2005
IEEE
One of the major challenges in cancer diagnosis from microarray data is to develop robust classification models which are independent of the analysis techniques used and can combi...