Relative validity of a mobile AI-technology assisted dietary assessment in adolescent females in Vietnam

Background: There is a gap in data on dietary intake of adolescents in low- and middle-income countries. Traditional methods for dietary assessment are resource intensive and lack accuracy with regards to portion size estimation. Technology assisted dietary assessment tools have been proposed but fe...

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Main Authors: Nguyen, Phuong Hong, Koch, Bastien, Arrieta, Alejandra, Gelli, Aulo, Tran, Lan Mai, Hoang, Nga Thu
Format: Journal Article
Language:Inglés
Published: Elsevier 2022
Subjects:
Online Access:https://hdl.handle.net/10568/141309
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author Nguyen, Phuong Hong
Koch, Bastien
Arrieta, Alejandra
Gelli, Aulo
Tran, Lan Mai
Hoang, Nga Thu
author_browse Arrieta, Alejandra
Gelli, Aulo
Hoang, Nga Thu
Koch, Bastien
Nguyen, Phuong Hong
Tran, Lan Mai
author_facet Nguyen, Phuong Hong
Koch, Bastien
Arrieta, Alejandra
Gelli, Aulo
Tran, Lan Mai
Hoang, Nga Thu
author_sort Nguyen, Phuong Hong
collection Repository of Agricultural Research Outputs (CGSpace)
description Background: There is a gap in data on dietary intake of adolescents in low- and middle-income countries. Traditional methods for dietary assessment are resource intensive and lack accuracy with regards to portion size estimation. Technology assisted dietary assessment tools have been proposed but few have been validated for feasibility of use in LMICs. Objectives: We assess the relative validity of FRANI (Food Recognition Assistance and Nudging Insights), a mobile Artificial Intelligence (AI) application for dietary assessment in adolescent females (n = 36) aged 12–18y in Vietnam, against weighed records (WR) standard, and compared FRANI performance to a multi-pass 24-hour recall (24HR).
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publishDate 2022
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spelling CGSpace1413092025-10-26T13:02:24Z Relative validity of a mobile AI-technology assisted dietary assessment in adolescent females in Vietnam Nguyen, Phuong Hong Koch, Bastien Arrieta, Alejandra Gelli, Aulo Tran, Lan Mai Hoang, Nga Thu data adolescents food weight record dietary assessment technology artificial intelligence developing countries information and communication technologies diet Background: There is a gap in data on dietary intake of adolescents in low- and middle-income countries. Traditional methods for dietary assessment are resource intensive and lack accuracy with regards to portion size estimation. Technology assisted dietary assessment tools have been proposed but few have been validated for feasibility of use in LMICs. Objectives: We assess the relative validity of FRANI (Food Recognition Assistance and Nudging Insights), a mobile Artificial Intelligence (AI) application for dietary assessment in adolescent females (n = 36) aged 12–18y in Vietnam, against weighed records (WR) standard, and compared FRANI performance to a multi-pass 24-hour recall (24HR). 2022-10 2024-04-12T13:37:40Z 2024-04-12T13:37:40Z Journal Article https://hdl.handle.net/10568/141309 en https://doi.org/10.2499/p15738coll2.136400 Open Access Elsevier Nguyen, Phuong Hong; Koch, Bastien; Arrieta, Alejandra; Gelli, Aulo; Tran, Lan Mai; Hoang, Nga Thu. 2022. Relative validity of a mobile AI-technology assisted dietary assessment in adolescent females in Vietnam. American Journal of Clinical Nutrition 116(4): 992-1001. https://doi.org/10.1093/ajcn/nqac216
spellingShingle data
adolescents
food weight record
dietary assessment
technology
artificial intelligence
developing countries
information and communication technologies
diet
Nguyen, Phuong Hong
Koch, Bastien
Arrieta, Alejandra
Gelli, Aulo
Tran, Lan Mai
Hoang, Nga Thu
Relative validity of a mobile AI-technology assisted dietary assessment in adolescent females in Vietnam
title Relative validity of a mobile AI-technology assisted dietary assessment in adolescent females in Vietnam
title_full Relative validity of a mobile AI-technology assisted dietary assessment in adolescent females in Vietnam
title_fullStr Relative validity of a mobile AI-technology assisted dietary assessment in adolescent females in Vietnam
title_full_unstemmed Relative validity of a mobile AI-technology assisted dietary assessment in adolescent females in Vietnam
title_short Relative validity of a mobile AI-technology assisted dietary assessment in adolescent females in Vietnam
title_sort relative validity of a mobile ai technology assisted dietary assessment in adolescent females in vietnam
topic data
adolescents
food weight record
dietary assessment
technology
artificial intelligence
developing countries
information and communication technologies
diet
url https://hdl.handle.net/10568/141309
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