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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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Publié dans:Front Microbiol
Auteurs principaux: Peng, Lihong, Shen, Ling, Liao, Longjie, Liu, Guangyi, Zhou, Liqian
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2020
Sujets:
Accès en ligne: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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