Advancements in Using AI for Dietary Assessment Based on Food Images: Scoping Review

This review highlights the progress made by IADA, particularly in the areas of food identification and portion estimation. Advancements in AI techniques have shown great potential to improve the accuracy and efficiency of this field. However, it is crucial to involve dietitians and nutritionists in the development of these systems to ensure they meet the requirements and trust of professionals in the field.

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Publication Details

Journal
Journal of Medical Internet Research
Published
2024-11-15
DOI
https://doi.org/10.2196/51432
Citations
32
Primary Topic
Nutritional Studies and Diet
Type
article
Field-Weighted Citation Impact
17.37
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article

Advancements in Using AI for Dietary Assessment Based on Food Images: Scoping Review

Pimnapanut Sridonpai, Wantanee Kriengsinyos, Phawinpon Chotwanvirat, Aree Prachansuwan
32 citations
Journal of Medical Internet Research
Nutritional Studies and Diet
17.37
article

Advancements in Using AI for Dietary Assessment Based on Food Images: Scoping Review

Pimnapanut Sridonpai, Wantanee Kriengsinyos, Phawinpon Chotwanvirat, Aree Prachansuwan
article en
32 citations

Abstract

This review highlights the progress made by IADA, particularly in the areas of food identification and portion estimation. Advancements in AI techniques have shown great potential to improve the accuracy and efficiency of this field. However, it is crucial to involve dietitians and nutritionists in the development of these systems to ensure they meet the requirements and trust of professionals in the field.

Journal of Medical Internet ResearchVol. 26
Mahidol University (TH), Bangkok Metropolitan Administration (TH)
Zero hunger
Openalex Percentile: Top 0%
Nutritional Studies and Diet
17.37
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