The Role of Advanced Computation, Predictive Technologies, and Big Data Analytics in Food and Nutrition Research: Proceedings of a Workshop (National . Medicine: Proceedings of a Workshop)

National Academies of Sciences, Engineering, and Medicine,Health and Medicine Division,Food and Nutrition Board

ISBN 10: 0309715709 / ISBN 13: 9780309715706

Published by National Academies Press, 2024

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Seller Inventory # mon0003524679

Bibliographic Details

• Title: The Role of Advanced Computation, Predictive Technologies, and Big Data Analytics in Food and Nutrition Research: Proceedings of a Workshop (National . Medicine: Proceedings of a Workshop)
• Publisher: National Academies Press
• Publication Date: 2024
• Language: English
• ISBN 10: 0309715709
• ISBN 13: 9780309715706
• Binding: paperback
• Condition: Very Good

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Synopsis

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.