A technology platform for multiple body site image-omics

多身体部位图像组学技术平台

• 批准号: DP200103748
• 负责人: Prof Jinman Kim
• 金额: $ 33.7万
• 依托单位: The University of Sydney
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2020
• 资助国家: 澳大利亚
• 起止时间: 2020-06-12 至 2023-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP200103748
• 关键词: technology; platform; multiple; body; site

The project aim is to derive a technology platform comprising new image processing and machine learning algorithms to integrate imaging and biological data across multiple body sites. The relationships between image features and biological data across multiple sites has not been discovered before. We propose the use of biological information from one sampled site to investigate other unsampled sites based on imaging-omics correspondences. We will use a data-driven, searchable graph model approach for knowledge discovery within the population data. The project will provide new insights into systems biology and bioinformatics that will then inform and promote benefits in life sciences, with potential future benefits in healthcare.

该项目的目标是得出一个技术平台，包括新的图像处理和机器学习算法，以整合多个身体部位的成像和生物数据。跨多个地点的图像特征和生物数据之间的关系以前从未被发现。我们建议使用来自一个采样站点的生物信息来调查基于成像组学对应的其他未采样站点。我们将使用数据驱动的、可搜索的图模型方法来发现人口数据中的知识。该项目将提供对系统生物学和生物信息学的新见解，然后将告知和促进生命科学的好处，以及未来在医疗保健方面的潜在好处。