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SAELGMDA: Identifying human microbe–disease associations based on sparse autoencoder and LightGBM

IntroductionIdentification of complex associations between diseases and microbes is important to understand the pathogenesis of diseases and design therapeutic strategies. Biomedical experiment-based Microbe-Disease Association (MDA) detection methods are expensive, time-consuming, and laborious.Met...

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Principais autores: Feixiang Wang, Huandong Yang, Yan Wu, Lihong Peng, Xiaoling Li
פורמט: Artigo
שפה:Inglês
יצא לאור: Frontiers Media S.A. 2023-06-01
סדרה:Frontiers in Microbiology
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גישה מקוונת:https://www.frontiersin.org/articles/10.3389/fmicb.2023.1207209/full
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