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bvnGPS: a generalizable diagnostic model for acute bacterial and viral infection using integrative host transcriptomics and pretrained neural networks
MOTIVATION: The confusion of acute inflammation infected by virus and bacteria or noninfectious inflammation will lead to missing the best therapy occasion resulting in poor prognoses. The diagnostic model based on host gene expression has been widely used to diagnose acute infections, but the clini...
Autores principales: | Li, Qizhi, Zheng, Xubin, Xie, Jize, Wang, Ran, Li, Mengyao, Wong, Man-Hon, Leung, Kwong-Sak, Li, Shuai, Geng, Qingshan, Cheng, Lixin |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9997702/ https://www.ncbi.nlm.nih.gov/pubmed/36857587 http://dx.doi.org/10.1093/bioinformatics/btad109 |
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