Matches in SemOpenAlex for { <https://semopenalex.org/work/W2090577070> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W2090577070 abstract "It is recognized that a biological system should be characterized with multiscale and multi-modality imaging platforms such as using microarray gene expression and array CGH. While microarray gene expression analysis presents functional information, the array CGH analysis provides structural variations of genome using gene copy number analysis. The integration of this complementary information is challenging. We view the gene expression and copy number variations as two different measurements of a biological system and apply the independent component analysis (ICA) to project the data into statistically independent biological processes, which are then integrated to identify variation patterns in two inputs. We apply the method to cluster group of genes, resulting better identification of genes that are statistically significant in both measurements (e.g., gene expression and aCGH). We also compared the approach with other approaches such as principal component analysis (PCA), and generalized singular value decomposition (GSVD), demonstrating improved performance in “gene shaving”." @default.
- W2090577070 created "2016-06-24" @default.
- W2090577070 creator A5013938837 @default.
- W2090577070 date "2008-08-01" @default.
- W2090577070 modified "2023-09-26" @default.
- W2090577070 title "Integration of gene expression and gene copy number variations with independent component analysis" @default.
- W2090577070 cites W1551583811 @default.
- W2090577070 cites W1774711529 @default.
- W2090577070 cites W2053339863 @default.
- W2090577070 cites W2080920780 @default.
- W2090577070 cites W2084147096 @default.
- W2090577070 cites W2101309602 @default.
- W2090577070 cites W2123649031 @default.
- W2090577070 cites W2136313443 @default.
- W2090577070 cites W2154361640 @default.
- W2090577070 cites W2155120241 @default.
- W2090577070 doi "https://doi.org/10.1109/iembs.2008.4650508" @default.
- W2090577070 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/19164011" @default.
- W2090577070 hasPublicationYear "2008" @default.
- W2090577070 type Work @default.
- W2090577070 sameAs 2090577070 @default.
- W2090577070 citedByCount "4" @default.
- W2090577070 crossrefType "proceedings-article" @default.
- W2090577070 hasAuthorship W2090577070A5013938837 @default.
- W2090577070 hasConcept C104317684 @default.
- W2090577070 hasConcept C120821319 @default.
- W2090577070 hasConcept C141231307 @default.
- W2090577070 hasConcept C150194340 @default.
- W2090577070 hasConcept C154945302 @default.
- W2090577070 hasConcept C18431079 @default.
- W2090577070 hasConcept C24361400 @default.
- W2090577070 hasConcept C27438332 @default.
- W2090577070 hasConcept C41008148 @default.
- W2090577070 hasConcept C54355233 @default.
- W2090577070 hasConcept C548314002 @default.
- W2090577070 hasConcept C70721500 @default.
- W2090577070 hasConcept C8415881 @default.
- W2090577070 hasConcept C86803240 @default.
- W2090577070 hasConcept C95371953 @default.
- W2090577070 hasConceptScore W2090577070C104317684 @default.
- W2090577070 hasConceptScore W2090577070C120821319 @default.
- W2090577070 hasConceptScore W2090577070C141231307 @default.
- W2090577070 hasConceptScore W2090577070C150194340 @default.
- W2090577070 hasConceptScore W2090577070C154945302 @default.
- W2090577070 hasConceptScore W2090577070C18431079 @default.
- W2090577070 hasConceptScore W2090577070C24361400 @default.
- W2090577070 hasConceptScore W2090577070C27438332 @default.
- W2090577070 hasConceptScore W2090577070C41008148 @default.
- W2090577070 hasConceptScore W2090577070C54355233 @default.
- W2090577070 hasConceptScore W2090577070C548314002 @default.
- W2090577070 hasConceptScore W2090577070C70721500 @default.
- W2090577070 hasConceptScore W2090577070C8415881 @default.
- W2090577070 hasConceptScore W2090577070C86803240 @default.
- W2090577070 hasConceptScore W2090577070C95371953 @default.
- W2090577070 hasLocation W20905770701 @default.
- W2090577070 hasLocation W20905770702 @default.
- W2090577070 hasOpenAccess W2090577070 @default.
- W2090577070 hasPrimaryLocation W20905770701 @default.
- W2090577070 hasRelatedWork W1701222854 @default.
- W2090577070 hasRelatedWork W2053053668 @default.
- W2090577070 hasRelatedWork W2089338936 @default.
- W2090577070 hasRelatedWork W2092444113 @default.
- W2090577070 hasRelatedWork W2137073600 @default.
- W2090577070 hasRelatedWork W2160313795 @default.
- W2090577070 hasRelatedWork W2183420549 @default.
- W2090577070 hasRelatedWork W2796636403 @default.
- W2090577070 hasRelatedWork W2998765584 @default.
- W2090577070 hasRelatedWork W74695042 @default.
- W2090577070 isParatext "false" @default.
- W2090577070 isRetracted "false" @default.
- W2090577070 magId "2090577070" @default.
- W2090577070 workType "article" @default.