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...

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Detalles Bibliográficos
Autores principales: Li, Qizhi, Zheng, Xubin, Xie, Jize, Wang, Ran, Li, Mengyao, Wong, Man-Hon, Leung, Kwong-Sak, Li, Shuai, Geng, Qingshan, Cheng, Lixin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Original Paper
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

Internet

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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