Predicting Gene-Disease Associations with Manifold Learning
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-94968-0_26
Reference18 articles.
1. Glaab, E., Bacardit, J., Garibaldi, J.M., Natalio, K.: Using rule-based machine learning for candidate disease gene prioritization and sample classification of cancer gene expression data. PLoS ONE 7(7), e39932 (2012)
2. Isakov, O., Dotan, I., Ben-Shachar, S.: Machine learningbased gene prioritization identifies novel candidate risk genes for inflammatory bowel disease. Inflamm. Bowel Dis. 23(9), 15161523 (2017)
3. Mordelet, F., Vert, J.P.: Prodige: prioritization of disease genes with multitask machine learning from positive and unlabeled examples. BMC Bioinf. 12, 389 (2011)
4. Chen, B., Wu, F.X.: Identifying protein complexes based on multiple topological structures in PPI networks. IEEE Trans. Nanobiosci. 12(3), 165–172 (2016)
5. Chen, B., Li, M., Wang, J., Wu, F.X.: Disease gene identification by using graph kernels and Markov random fields. Sci. China Life Sci. 57(11), 1054–1063 (2014)
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