MNNMDA: Predicting human microbe-disease association via a method to minimize matrix nuclear norm

MNNMDA: Predicting human microbe-disease association via a method to minimize matrix nuclear norm

Identifying the potential associations between microbes and diseases is the first step for revealing the pathological mechanisms of microbe-associated diseases. However, traditional culture-based microbial experiments are expensive and time-consuming. Thus, it is critical to prioritize disease-assoc...

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Bibliographic Details
Main Authors: Haiyan Liu, Pingping Bing, Meijun Zhang, Geng Tian, Jun Ma, Haigang Li, Meihua Bao, Kunhui He, Jianjun He, Binsheng He, Jialiang Yang
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Microbe-disease association
Matrix nuclear norm
Gaussian interaction profile kernel similarity
Functional similarity, heterogeneous information network
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037022006080

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http://www.sciencedirect.com/science/article/pii/S2001037022006080

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