Rapid classification of group B Streptococcus serotypes based on matrix-assisted laser desorption ionization-time of flight mass spectrometry and machine learning techniques

Rapid classification of group B Streptococcus serotypes based on matrix-assisted laser desorption ionization-time of flight mass spectrometry and machine learning techniques

Abstract Background Group B streptococcus (GBS) is an important pathogen that is responsible for invasive infections, including sepsis and meningitis. GBS serotyping is an essential means for the investigation of possible infection outbreaks and can identify possible sources of infection. Although i...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Hsin-Yao Wang, Wen-Chi Li, Kai-Yao Huang, Chia-Ru Chung, Jorng-Tzong Horng, Jen-Fu Hsu, Jang-Jih Lu, Tzong-Yi Lee
التنسيق: مقال
اللغة:English
منشور في: BMC 2019-12-01
سلاسل:BMC Bioinformatics
الموضوعات:
Group B streptococcus
GBS
Serotypes
MALDI-TOF-MS
Machine learning
الوصول للمادة أونلاين:https://doi.org/10.1186/s12859-019-3282-7

الانترنت

https://doi.org/10.1186/s12859-019-3282-7

مواد مشابهة