The Role of Advanced Computation, Predictive Technologies, and Big Data Analytics Related to Food and Nutrition Research: A Workshop

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Artificial intelligence (AI), machine learning (ML), and deep learning (DL) are promising tools that can be used to develop algorithms to better understand and predict interactions between food- and nutrition-related data and health outcomes. Understanding that additional research is needed to identify areas where AI/ML is likely to have an impact, the National Academies Food and Nutrition Board hosted a public workshop in October 2023 to explore the future benefits and limitations of integrating big data and AI/ML tools into nutrition research. Participants also discussed issues related to diversity, equity, inclusion, bias, and privacy and the appropriate use of evidence generated from these new methods.

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128 pages · 6 x 9 · paperback
ISBN Paperback: 0-309-71570-9
ISBN Ebook: 0-309-71571-7
DOI: https://doi.org/10.17226/27478

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National Academies of Sciences, Engineering, and Medicine. 2024. The Role of Advanced Computation, Predictive Technologies, and Big Data Analytics in Food and Nutrition Research: Proceedings of a Workshop. Washington, DC: The National Academies Press.

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The National Academies Food and Nutrition Board hosted a hybrid public workshop in October 2023 to explore opportunities and challenges related to applying advanced computation, big data analytics, and high-performance computing, including artificial intelligence, machine learning, and deep learning, to support advances in food systems and nutrition research. Speakers discussed the appropriate use of evidence generated from these methods to inform food- and nutrition-related programs and policies.

Publication information

13 pages · 8.5 x 11 ·
ISBN Ebook: 0-309-71583-0
DOI: https://doi.org/10.17226/27482

Suggested citation

National Academies of Sciences, Engineering, and Medicine. 2024. The Role of Advanced Computation, Predictive Technologies, and Big Data Analytics Related to Food and Nutrition Research: Proceedings of a Workshop—in Brief. Washington, DC: The National Academies Press.

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The Role of Advanced Computation, Predictive Technologies, and Big Data Analytics Related to Food and Nutrition Research: A Workshop

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