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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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Pubblicato in:Front Microbiol
Autori principali: Peng, Lihong, Shen, Ling, Liao, Longjie, Liu, Guangyi, Zhou, Liqian
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2020
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Accesso online: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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