Machine Learning Algorithms Identify Pathogen-Specific Biomarkers of Clinical and Metabolomic Characteristics in Septic Patients with Bacterial Infections

Sepsis is a high-mortality disease that is infected by bacteria, but pathogens in individual patients are difficult to diagnosis. Metabolomic changes triggered by microbial activity provide us with the possibility of accurately identifying infection. We adopted machine learning methods for training...

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Detalles Bibliográficos
Autores principales: Zheng, Lingling, Lin, Fangqin, Zhu, Changxi, Liu, Guangjian, Wu, Xiaohui, Wu, Zhiyuan, Zheng, Jianbin, Xia, Huimin, Cai, Yi, Liang, Huiying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7403934/
https://www.ncbi.nlm.nih.gov/pubmed/32802867
http://dx.doi.org/10.1155/2020/6950576

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