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RNMFMDA: A Microbe-Disease Association Identification Method Based on Reliable Negative Sample Selection and Logistic Matrix Factorization With Neighborhood Regularization

Microbes with abnormal levels have important impacts on the formation and development of various complex diseases. Identifying possible Microbe-Disease Associations (MDAs) helps to understand the mechanisms of complex diseases. However, experimental methods for MDA identification are costly and time...

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Podrobná bibliografie
Vydáno v:Front Microbiol
Hlavní autoři: Peng, Lihong, Shen, Ling, Liao, Longjie, Liu, Guangyi, Zhou, Liqian
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2020
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7652725/
https://ncbi.nlm.nih.gov/pubmed/33193260
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fmicb.2020.592430
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