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Updated: Sep 20, 2025

Author Spotlight: Optimizing CFU Determination for Efficient Assessment of TB Vaccine Efficacy and Antigen Presentation Analysis
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Author Spotlight: Optimizing CFU Determination for Efficient Assessment of TB Vaccine Efficacy and Antigen Presentation Analysis

Published on: July 28, 2023

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预测结核病例发现效率高的社区,以优化巴基斯坦的资源分配:比较负二项空间滞后模型与贝叶斯机器学习模型的性能

Christina Mergenthaler1,2, Jake D Mathewson1, Stephanie Lako1

  • 1Centre for Applied Spatial Epidemiology, KIT Royal Tropical Institute, Amsterdam, The Netherlands.

BMJ public health
|May 28, 2025
PubMed
概括

一个更简单的负二项回归 (NBR) 模型在预测结核病 (TB) 热点方面几乎与复杂的贝叶斯式机器学习 (BML) 模型一样有效. 这一发现支持使用统计模型指导巴基斯坦积极病例发现 (ACF) 努力.

关键词:
跨部门研究 跨部门研究疾病热点 疾病热点公共卫生 公共卫生

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