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EnglishThe field of gene expression data analysis has grown in the past few years from being purely data-centric to integrative, aiming at complementing microarray analysis with data and knowledge from diverse available sources. In this review, we report on the plethora of gene expression data mining techniques and focus on their evolution toward knowledge-based data analysis approaches. In particular, we discuss recent developments in gene expression-based analysis methods used in association and classification studies, phenotyping and reverse engineering of gene networks.
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http://hdl.handle.net/11571/100477| Titolo: | Towards knowledge-based gene expression data mining |
| Autori interni: | BELLAZZI, RICCARDO |
| Data di pubblicazione: | 2007 |
| Rivista: | JOURNAL OF BIOMEDICAL INFORMATICS |
| Abstract: | The field of gene expression data analysis has grown in the past few years from being purely data-centric to integrative, aiming at complementing microarray analysis with data and knowledge from diverse available sources. In this review, we report on the plethora of gene expression data mining techniques and focus on their evolution toward knowledge-based data analysis approaches. In particular, we discuss recent developments in gene expression-based analysis methods used in association and classification studies, phenotyping and reverse engineering of gene networks. |
| Handle: | http://hdl.handle.net/11571/100477 |
| Appare nelle tipologie: | 1.1 Articolo in rivista |
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