通过人工智能协同整合气候变化和动物传播疾病:可持续解决方案的整体方法
Robert Bergquist1, Jin-Xin Zheng2, Xiao-Nong Zhou2,3,4
1Geospatial Health, Ingerod, Brastad, Sweden.
Science in One Health
|July 30, 2024
概括
人工智能 (AI) 可以通过分析气候数据和环境因素来推进传染病研究. 人工智能有助于预测疾病传播,发现治疗方法和评估溢出风险,补充了传统的公共卫生工作.
科学领域:
- 公共卫生和流行病学
- 计算生物学和生物信息学
- 环境科学与气候变化
背景情况:
- 由于气候变化,传染性疾病,包括动物传播的和媒介传播的类型,在地理上正在扩大.
- 迫切需要先进的风险评估和决策支持系统来管理这些不断变化的威胁.
- 传统的公共卫生措施需要增强,以应对复杂,多变量挑战.
相关概念视频
Steps in Outbreak Investigation
119
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:
119
Issues And Trends In Healthcare Delivery System
5.6K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.6K
Viral Recombination
23.3K
Cells are sometimes infected by more than one virus at once. When two viruses disassemble to expose their genomes for replication in the same cell, similar regions of their genomes can pair together and exchange sequences in a process called recombination. Alternatively, viruses with segmented genomes can swap segments in a process called reassortment.
23.3K
What is Climate?
18.4K
Climate refers to the prevailing weather conditions in a specific area over an extended period. As the saying goes, “Climate is what you expect. Weather is what you get.” Climate is influenced by geographic factors, such as latitude, terrain, and proximity to bodies of water.
18.4K
Applications of GIS: Disaster Management and Emergency Response
64
Geographic Information System (GIS) technology is essential for risk identification, action prioritization, and resource optimization in critical situations like flooding and earthquakes. By integrating spatial and demographic data, GIS provides a comprehensive framework for emergency response.GIS integrates data layers, like rainfall intensity, topography, elevation profiles, and river levels, to model high-risk flood zones. These layers assess areas susceptible to flooding based on their...
64
Global Climate Change
24.3K
Throughout its ~4.5 billion year history, the Earth has experienced periods of warming and cooling. However, the current drastic increase in global temperatures is well outside of the Earth’s cyclic norms, and evidence for human-caused global climate change is compelling. Paleoclimatology, the study of ancient climate conditions, provides ample evidence for human-caused global climate change by comparing recent conditions with those in the past.
24.3K


