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Technical University of Crete
Technical University of Crete
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| URI | http://purl.tuc.gr/dl/dias/38D31CE6-6BEE-4B7A-BFA9-6F719DAA55A5 | - |
| Identifier | https://doi.org/10.1109/IWBE.2011.6079034 | - |
| Identifier | https://ieeexplore.ieee.org/document/6079034/ | - |
| Language | en | - |
| Extent | 4 pages | en |
| Title | Integrating microarray data and gene regulatory networks: survey and critical considerations | en |
| Creator | Zervakis Michail | en |
| Creator | Ζερβακης Μιχαηλ | el |
| Creator | Potamias, Georgios | en |
| Creator | Moustakis Vasilis | en |
| Creator | Μουστακης Βασιλης | el |
| Creator | Koumakis, Leonidas | en |
| Publisher | Institute of Electrical and Electronics Engineers | en |
| Content Summary | Microarray gene expression and gene regulatory interactions are two of the most significant data sources in the areas of molecular biology and biotechnology. In this article we survey existing methods and tools supporting the integration of these two data sources. We start with gene regulatory network reconstruction methods focusing on the reconstruction using microarray experiments. Then we discuss methods and tools for gene expression data analysis based on gene regulatory network knowledge and we review algorithms and tools for gene regulatory networks selection using microarray data. Finally we introduce a new methodology for the identification of differentially expressed functional paths or sub-paths within a gene regulatory network using microarray data analysis. | en |
| Type of Item | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Type of Item | Conference Full Paper | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-10-25 | - |
| Date of Publication | 2011 | - |
| Subject | Basic medical sciences | en |
| Subject | Basic sciences, Medical | en |
| Subject | Biomedical sciences | en |
| Subject | Health sciences | en |
| Subject | Preclinical sciences | en |
| Subject | Sciences, Medical | en |
| Subject | medical sciences | en |
| Subject | basic medical sciences | en |
| Subject | basic sciences medical | en |
| Subject | biomedical sciences | en |
| Subject | health sciences | en |
| Subject | preclinical sciences | en |
| Subject | sciences medical | en |
| Subject | Gene expression | en |
| Subject | Bioinformatics | en |
| Subject | Data analysis | en |
| Subject | Biological system modeling | en |
| Subject | Data mining | en |
| Subject | Cancer | en |
| Bibliographic Citation | L. Koumakis, G. Potamias, M. Zervakis and V. Moustakis ,"Integrating microarray data and gene regulatory networks: survey and critical considerations ,"in 10th International Workshop on Biomedical Engineering, 2011, pp. 1-4. doi: 10.1109/IWBE.2011.6079034 | en |
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