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

Verlag: National Academies Press, 2024

Beschreibung

Bestandsnummer des Verkäufers mon0003524166

Bibliografische Details

• Titel: 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)
• Verlag: National Academies Press
• Veröffentlichungsdatum: 2024
• Sprache: Englisch
• ISBN-10: 0309715709
• ISBN-13: 9780309715706
• Bindung: paperback
• Zustand: Very Good

Über diesen Titel

Inhaltsangabe

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.

Table of Contents

• Front Matter
• 1 Introduction
• 2 Setting the Stage
• 3 Applications and Lessons Learned
• 4 Capacity Building
• 5 Potential Applications of AI to Large-Scale Food and Nutrition Initiatives
• 6 Final Discussion and Synthesis
• References
• Appendix A: Workshop Agenda
• Appendix B: Biographical Sketches of the Speakers and Moderators