Role of Advanced Computation, Predictive Technologies, and Big Data Analytics in Food and Nutrition Research
Proceedings of a Workshop
Health and Medicine Division, Engineering, and Medicine National Academies of Sciences, Food and Nutrition Board, et al.
EPUB
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Naturwissenschaften, Medizin, Informatik, Technik / Allgemeines
Beschreibung
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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