Reframing risk assessment for malaria elimination in a changing climate

IF 104.6 1区 生物学 Q1 MICROBIOLOGY
Judy A. Omumbo, James Hassell, Geoffrey H. Siwo
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引用次数: 0

Abstract

Current malaria risk stratification approaches that support the global malaria eradication agenda are limited in capturing rapidly shifting pathogen transmission dynamics, unprecedented climate variability, extreme weather events, land use changes (such as urbanization) and population mobility. We propose reframing malaria burden-based metrics into anticipatory risk intelligence systems that leverage artificial intelligence tools. Current malaria risk stratification approaches that support the global malaria eradication agenda are limited in capturing rapidly shifting pathogen transmission dynamics, unprecedented climate variability, extreme weather events, land use changes and population mobility. Omumbo, Hassell and Siwo propose reframing malaria burden-based metrics into anticipatory risk intelligence systems that leverage artificial intelligence tools.
在不断变化的气候中重新制定消除疟疾的风险评估。
目前支持全球疟疾根除议程的疟疾风险分层方法在捕捉快速变化的病原体传播动态、前所未有的气候变异、极端天气事件、土地利用变化(如城市化)和人口流动方面存在局限性。我们建议将基于疟疾负担的指标重新构建为利用人工智能工具的预期风险情报系统。目前支持全球疟疾根除议程的疟疾风险分层方法在捕捉快速变化的病原体传播动态、前所未有的气候变异、极端天气事件、土地利用变化和人口流动方面存在局限性。Omumbo、Hassell和Siwo建议将基于疟疾负担的指标重新构建为利用人工智能工具的预期风险情报系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Nature Reviews Microbiology
Nature Reviews Microbiology 生物-微生物学
CiteScore
74.00
自引率
0.50%
发文量
149
审稿时长
6-12 weeks
期刊介绍: At Nature Reviews Microbiology, our goal is to become the leading source of reviews and commentaries for the scientific community we cater to. We are dedicated to publishing articles that are not only authoritative but also easily accessible, supplementing them with clear and concise figures, tables, and other visual aids. Our objective is to offer an unparalleled service to authors, referees, and readers, and we continuously strive to maximize the usefulness and impact of each article we publish. With a focus on Reviews, Perspectives, and Comments spanning the entire field of microbiology, our wide scope ensures that the work we feature reaches the widest possible audience.
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