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

INTRODUCTION: Identification 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....

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Detalles Bibliográficos
Autores principales: Wang, Feixiang, Yang, Huandong, Wu, Yan, Peng, Lihong, Li, Xiaoling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Microbiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10320730/
https://www.ncbi.nlm.nih.gov/pubmed/37415823
http://dx.doi.org/10.3389/fmicb.2023.1207209

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10320730/
https://www.ncbi.nlm.nih.gov/pubmed/37415823
http://dx.doi.org/10.3389/fmicb.2023.1207209

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