ANMDA: anti-noise based computational model for predicting potential miRNA-disease associations

Abstract Background A growing proportion of research has proved that microRNAs (miRNAs) can regulate the function of target genes and have close relations with various diseases. Developing computational methods to exploit more potential miRNA-disease associations can provide clues for further functi...

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Detalhes bibliográficos

Principais autores:	Xue-Jun Chen, Xin-Yun Hua, Zhen-Ran Jiang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2021-07-01
coleção:	BMC Bioinformatics
Assuntos:	miRNA-disease association k-means Noise smoothing Light gradient boosting machine
Acesso em linha:	https://doi.org/10.1186/s12859-021-04266-6
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