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Updated: Sep 11, 2025

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通过基于毒性基因的机器学习方法在土壤中识别人类病原体

Shengchun Qi1, Shuyan Wang1, Yu Xia2

  • 1State Key Laboratory of Soil Pollution Control and Safety, Zhejiang University, Hangzhou 310058, China.

Eco-Environment & Health
|August 18, 2025
PubMed
概括

一种新的机器学习方法,基于毒性因子 (VF) 的K-最近邻居 (VF-KNN),准确地识别了土壤元基因组中的人类致病细菌. 这种方法提高了病原体的检测,并揭示了农业土壤中更多的丰度.

关键词:
人类病原细菌是人类的病原细菌.机器学习 机器学习甲基基因组是指甲基因组中的一部分.土壤 土壤土壤.病毒性因素是病毒性因素.

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