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Updated: Jan 11, 2026

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预测性监测和诊断COVID-19:一个整合性的机器学习和废水多学科的方法

Seungdae Oh1, Jonathan Wijaya1

  • 1Department of Civil Engineering, College of Engineering, Kyung Hee University, Yongin, Republic of Korea.

Water research
|November 18, 2025
PubMed
概括

这项研究将机器学习 (ML) 与废水分析相结合,用于先进的COVID-19监测. 新的框架准确地预测疾病趋势并识别变异,改善公共卫生反应.

关键词:
在 COVID-19 疫情中,机器学习 机器学习转基因组学是指转基因组学.转录基因组学 (Metatranscriptomics) 是一种转录基因组学.基于废水的流行病学.

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Steps in Outbreak Investigation01:18

Steps in Outbreak Investigation

In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
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