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Advances in data integration modelling for infectious disease response

Advances in data integration modelling for infectious disease response
传染病应对数据集成建模的进展
批准号:
FT210100034
负责人:
Prof Jennifer Flegg
金额:
$71.56万
依托单位:
依托单位国家:
澳大利亚
项目类别:
ARC Future Fellowships
财政年份:
2022
资助国家:
澳大利亚
项目状态:
未结题
起止时间:
2022-06-30 至 2026-06-29

项目摘要

项目成果

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中文摘要
翻译
该项目旨在开发强大的数学框架,整合来自多个来源的数据,以促进应对当前和未来传染病威胁的明智决策。该项目希望通过推进将多个数据源纳入传染病模型的工具来产生新的数学知识。预期成果包括提高预测传染病传播时空变化的能力。这一项目将在推广广泛适用于传染病环境的建模技术方面带来重大益处,这将在抗疟药物耐药性方面得到证明,这是消除疟疾的一个主要威胁。
英文摘要
This project aims to develop powerful mathematical frameworks that integrate data from multiple sources to facilitate informed decisions in response to the threat of present, and future, infectious diseases. The project expects to generate new knowledge in mathematics by advancing the tools for incorporating multiple data sources into models of infectious diseases. The expected outcomes include enhanced capacity to predict spatiotemporal changes in transmission of infectious diseases. This project should provide significant benefits in the advancement of modelling techniques broadly applicable to infectious disease settings, which will be demonstrated for antimalarial drug resistance – a major threat to malaria elimination.
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Optimising progress towards elimination of malaria
  • 批准号:
    DP200100747
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $36.9万
  • 财政年份:
    2020
  • 负责人:
    Prof Jennifer Flegg
  • 依托单位:
Experimentally validated multiphase mathematical models of leg ulcers
  • 批准号:
    DE160100227
  • 项目类别:
    Discovery Early Career Researcher Award
  • 资助金额:
    $26.74万
  • 财政年份:
    2016
  • 负责人:
    Prof Jennifer Flegg
  • 依托单位:
国内基金
海外基金
Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis
Data-driven Recommendation System Construction of an Online Medical Platform Based on the Fusion of Information
复杂数据下半参数转换模型及其在老年慢性病发展中的应用研究
  • 批准号:
    72101261
  • 项目类别:
    青年科学基金项目(C类)
  • 资助金额:
    30.0万元
  • 批准年份:
    2021
  • 负责人:
    孙韬
  • 依托单位:
Development of a Linear Stochastic Model for Wind Field Reconstruction from Limited Measurement Data
  • 批准号:
    --
  • 项目类别:
    --
  • 资助金额:
    40万元
  • 批准年份:
    2020
  • 负责人:
    Vikrant Gupta
  • 依托单位: