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Updated: Jun 14, 2025

Identification of Rare Bacterial Pathogens by 16S rRNA Gene Sequencing and MALDI-TOF MS
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整合MALDI-TOF MS和机器学习来分类肠球菌:对物种预测监督学习算法的比较分析

Eiseul Kim1, Seung-Min Yang1, Jun-Hyeok Ham1

  • 1Institute of Life Sciences & Resources and Department of Food Science and Biotechnology, Kyung Hee University, Yongin 17104, Republic of Korea.

Food chemistry
|September 1, 2024
PubMed
概括

机器学习算法使用矩阵辅助激光消耗/电离飞行时间质谱 (MALDI-TOF MS) 光谱数据准确识别了Enterococcus物种. 这种方法显著改进了医疗保健和食品安全中的传统细菌识别方法.

关键词:
分类 分类 分类 分类 分类.肠球菌 (Enterococcus) 是一个细菌.马尔迪-托夫 (MALDI-TOF) 是一个国家元首.机器学习是机器学习.质量峰值的峰值是什么

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Tandem mass spectrometry, also known as MS/MS or MS2, is an analytical technique that employs two mass analyzers. Essentially it is a series of mass spectrometers that helps isolate a particular biomolecule and then helps study its chemical properties.
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