Assessing the Links Between Artificial Intelligence and Precision Nutrition.

IF 4.6 3区 医学 Q1 NUTRITION & DIETETICS Current Nutrition Reports Pub Date : 2025-03-15 DOI:10.1007/s13668-025-00635-2
Danton Diego Ferreira, Lívia Garcia Ferreira, Katiúcia Alves Amorim, Deyvis Cabrini Teixeira Delfino, Ana Cláudia Barbosa Honório Ferreira, Leandra Passarelli Castro E Souza
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Abstract

Purpose of review: To conduct an overview of the potentialities of artificial intelligence in precision nutrition.

Recent findings: A keyword co-occurrence analysis of 654 studies on artificial intelligence (AI) and precision nutrition (PN) highlighted the potential of AI techniques like Random Forest and Gradient Boosting in improving personalized dietary recommendations. These methods address gastrointestinal symptoms, weight management, and cardiometabolic markers, especially when incorporating data on gut microbiota. Despite its promise, challenges like data privacy, bias, and ethical concerns remain. AI must complement healthcare professionals, necessitating clear guidelines, robust governance, and ongoing research to ensure safe and effective applications. The integration of AI into PN enables highly personalized dietary recommendations by accounting for metabolic variability, genetics, and microbiome data. AI-driven strategies show potential in managing conditions like obesity and diabetes through accurate predictions of individual dietary responses. However, ethical, regulatory, and practical challenges must be addressed to ensure safe, equitable, and effective application of AI in nutrition.

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来源期刊
Current Nutrition Reports
Current Nutrition Reports Agricultural and Biological Sciences-Food Science
CiteScore
7.70
自引率
2.00%
发文量
59
期刊介绍: This journal aims to provide comprehensive review articles that emphasize significant developments in nutrition research emerging in recent publications. By presenting clear, insightful, balanced contributions by international experts, the journal intends to discuss the influence of nutrition on major health conditions such as diabetes, cardiovascular disease, cancer, and obesity, as well as the impact of nutrition on genetics, metabolic function, and public health. We accomplish this aim by appointing international authorities to serve as Section Editors in key subject areas across the field. Section Editors select topics for which leading experts contribute comprehensive review articles that emphasize new developments and recently published papers of major importance, highlighted by annotated reference lists. We also provide commentaries from well-known figures in the field, and an Editorial Board of more than 25 internationally diverse members reviews the annual table of contents, suggests topics of special importance to their country/region, and ensures that topics and current and include emerging research.
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