Rapid Antibiotic Resistance Serial Prediction in Staphylococcus aureus Based on Large-Scale MALDI-TOF Data by Applying XGBoost in Multi-Label Learning

Multidrug resistance has become a phenotype that commonly exists among Staphylococcus aureus and is a serious concern for infection treatment. Nowadays, to detect the antibiotic susceptibility, antibiotic testing is generated based on the level of genomic for cure decision consuming huge of time and...

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Detalles Bibliográficos
Autores principales: Zhang, Jiahong, Wang, Zhuo, Wang, Hsin-Yao, Chung, Chia-Ru, Horng, Jorng-Tzong, Lu, Jang-Jih, Lee, Tzong-Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Microbiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9039744/
https://www.ncbi.nlm.nih.gov/pubmed/35495667
http://dx.doi.org/10.3389/fmicb.2022.853775

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9039744/
https://www.ncbi.nlm.nih.gov/pubmed/35495667
http://dx.doi.org/10.3389/fmicb.2022.853775

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