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Administration and Coordination Core (ACC)

行政和协调核心 (ACC)

基本信息

批准号：
10386498
负责人：
Bruce Y Lee
金额：
$ 24.25万
依托单位：
GRADUATE SCHOOL OF PUBLIC HEALTH AND HEALTH POLICY
依托单位国家：
美国
项目类别：
财政年份：
2022
资助国家：
美国
起止时间：
2022-01-19 至 2026-12-31
项目状态：
未结题

项目摘要

Abstract- Administration and Coordination Core (ACC) The vision of this proposed Artificial Intelligence, Modeling, and Informatics for Nutrition Guidance and Systems (AIMINGS) Center is to implement computational and data science approaches and tools to advance nutrition for precision health in a way that accounts for the complex systems involved. This involves a deep understanding of all of the factors and processes that affect different people's dietary behaviors and intake, absorption and processing of different nutrients, resulting in short- and long-term health outcomes, and the way each of these affect one another. Without assistance, it can be challenging to understand and address complex systems like nutrition and health. Cause-and-effect relationships cross different scales (e.g., cellular-level, organ-level, individual-level, social-and-environmental level), have various feedback loops, and evolve over time. Over the past two decades, computational power and data science have grown substantially. Used correctly, computational approaches can help fill in important gaps, lay out causal relationships, bring them together, and better characterize the system of nutrition; however, used incorrectly, such approaches can result in misleading insights that may incorporate biases and worsen existing disparities. Understanding and addressing complex systems requires both top-down and bottoms-up approaches. Using top-down approaches alone can lead to misconceptions and bias. In contrast, bottoms-up approaches work to rebuild the system by elucidating the mechanisms involved. The AIMINGS Center will aim to advance nutrition for precision health by building both top-down and bottoms-up approaches and tools to leverage existing data to its full potential. Such an approach could not only transform nutritional research and guidance but also do so with other areas of health. Many major health and public health problems are the result of broken systems and thus require more systems approaches to come up with more sustainable solutions. Aim 1 of the Administration and Coordination Core is to coordinate the Center operations to develop both top-down and bottoms-up computational approaches and tools to better understand and address the systems involved in precision nutrition in an ethical and unbiased manner. Aim 2 is to coordinate between the Center and across the Nutrition for Precision Health (NPH) consortium to develop shared approaches and procedures to advance the goals of the research program (e.g., developing protocols to work with data in an ethical and transparent manner, developing procedures and generating artificial intelligence-ready datasets). Aim 3 is to implement a Pilot Grant Program to expand the community of researchers and stakeholders who are working on computational approaches to understand complex data and systems in precision nutrition in an ethical manner. Aim 4 is to catalyze the broader development and use of computational methods and tools that help better understand and approach the systems that affect and are affected by nutrition in as ethical and unbiased manners as possible.

摘要-行政和协调核心（ACC）