FKL-Spa-LapRLS: an accurate method for identifying human microRNA-disease association

FKL-Spa-LapRLS: an accurate method for identifying human microRNA-disease association

Abstract Background In the process of post-transcription, microRNAs (miRNAs) are closely related to various complex human diseases. Traditional verification methods for miRNA-disease associations take a lot of time and expense, so it is especially important to design computational methods for detect...

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Bibliographic Details
Main Authors: Limin Jiang, Yongkang Xiao, Yijie Ding, Jijun Tang, Fei Guo
Format: Article
Language:English
Published: BMC 2018-12-01
Series:BMC Genomics
Subjects:
MiRNA-disease association
Similarity kernel
Fast kernel learning
Sparse kernel
Laplacian regularized least squares
Online Access:http://link.springer.com/article/10.1186/s12864-018-5273-x

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http://link.springer.com/article/10.1186/s12864-018-5273-x

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