Article
Collective Prediction of Disease-Associated miRNAs Based on Transduction Learning.
IEEE/ACM transactions on computational biology and bioinformatics - 1 Jan 2000
Luo Jiawei, Ding Pingjian, Liang Cheng, Cao Buwen, Chen Xiangtao
Abstract excerpt
The discovery of human disease-related miRNA is a challenging problem for complex disease biology research. For existing computational methods, it is difficult to achieve excellent performance with sparse known miRNA-disease association verified by biological experiment. Here, we develop CPTL, a Collective Prediction based on Transduction Learning, to systematically prioritize miRNAs related to disease. By...
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