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A Review of Digital Innovations for Diet Monitoring and Precision Nutrition

Bobak J. Mortazavi, Ricardo Gutiérrez‐Osuna

2021Journal of Diabetes Science and Technology86 citationsDOIOpen Access PDF

Abstract

This article provides an up-to-date review of technological advances in 3 key areas related to diet monitoring and precision nutrition. First, we review developments in mobile applications, with a focus on food photography and artificial intelligence to facilitate the process of diet monitoring. Second, we review advances in 2 types of wearable and handheld sensors that can potentially be used to fully automate certain aspects of diet logging: physical sensors to detect moments of dietary intake, and chemical sensors to estimate the composition of diets and meals. Finally, we review new programs that can generate personalized/precision nutrition recommendations based on measurements of gut microbiota and continuous glucose monitors with artificial intelligence. The article concludes with a discussion of potential pitfalls of some of these technologies.

Topics & Concepts

Wearable computerComputer sciencePrecision medicineKey (lock)Data scienceMedicineEmbedded systemPathologyComputer securityMobile Health and mHealth ApplicationsNutritional Studies and DietAdvanced Chemical Sensor Technologies
A Review of Digital Innovations for Diet Monitoring and Precision Nutrition | Litcius