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Dietetics and Clinical Nutrition

Masters Theses, 2020-current

Theses/Dissertations

Nutrition technology

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Full-Text Articles in Medicine and Health Sciences

Narrative Review: Food Image Use For Machine Learnings’ Function In Dietary Assessment And Real Time Nutrition Feedback And Education, Jason Fee Dec 2022

Narrative Review: Food Image Use For Machine Learnings’ Function In Dietary Assessment And Real Time Nutrition Feedback And Education, Jason Fee

Masters Theses, 2020-current

Technology has played a key role in advancing the health and agriculture sectors to improve obesity rates, diseasecontrol, food waste, and overall health disparities. However, these health and lifestyle determinants continue to plague theUnited States population. While new technologies have been and are currently being developed to address these concerns, they may not be practical for the general population. Utilizing machine learning advancement in food recognition using smartphone technology may be a means to improve the dietary component of nutrition assessments while providing valuable nutrition feedback. This narrative review was conducted to assess the current state of the literature on …