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Predictive Models to Design and Develop New Antibiotics Derived from the Community for Open Antimicrobial Drug Discovery

Predictive Models to Design and Develop New Antibiotics Derived from the Community for Open Antimicrobial Drug Discovery
设计和开发来自社区的新抗生素的预测模型,用于开放式抗菌药物发现
批准号:
nhmrc : 2004356
负责人:
金额:
$97.74万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Ideas Grants
财政年份:
2021
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2021-01-01 至 2024-12-31

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中文摘要
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英文摘要
With the rise of infections from multidrug-resistant bacteria, and limited antibiotics in the development pipeline, new strategies are required to generate novel antibiotics. This project will apply artificial intelligence methods to study a unique dataset generated over five years with the help of over 300 academic groups around the world. It will produce predictive models that will then be applied to design new antibiotics, which will be synthesized and tested for antimicrobial activity.
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Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis
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