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Peer-Reviewed Publication
JMIR Form Res2024;8e58682.December 2, 2024Journal Article

An Image-Recognition Dietary Assessment App for Adolescents With Obesity: Pilot Randomized Controlled Trial.

Krista Oei1,2, Elizabeth Ey Choi3, Alisa Bar-Dayan4, Jennifer N Stinson5,6, Mark R Palmert1,2,5,7, Jeffrey E Alfonsi3,8, Jill Hamilton1,2,5,9
1Division of Endocrinology, The Hospital for Sick Children, Toronto, ON, Canada.
2Department of Pediatrics, University of Toronto, Toronto, ON, Canada.
3Research Department, RxFood Corporation, Toronto, ON, Canada.
4Clinical Dietetics, The Hospital for Sick Children, Toronto, ON, Canada.
5Research Institute, The Hospital for Sick Children, Toronto, ON, Canada.
6Lawrence S Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada.
7Department of Physiology, University of Toronto, Toronto, ON, Canada.
8Department of Medicine, University of Toronto, Toronto, ON, Canada.
9Department of Nutritional Sciences, University of Toronto, Toronto, ON, Canada.

Abstract

BACKGROUND: Adolescence is a period of increased susceptibility to developing obesity-related health issues due to poor eating patterns and increased sedentary behaviors. Recommendations for pediatric obesity management include dietary assessments. However, adolescents often avoid food logging through traditional methods. The use of image-recognition dietary assessment apps in adolescents with obe…

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