Evaluating the Quality and Comparative Validity of Manual Food Logging and Artificial Intelligence-Enabled Food Image Recognition in Apps for Nutrition Care.

Humans Artificial Intelligence Mobile Applications Diet Records Australia Reproducibility of Results Nutrition Assessment Smartphone Nutrition Therapy / methods Diet
apps artificial intelligence dietary assessment dietetic practice dietitian food mHealth mobile phone nutrition care process smartphone

Journal

Nutrients
ISSN: 2072-6643
Titre abrégé: Nutrients
Pays: Switzerland
ID NLM: 101521595

Informations de publication

Date de publication:
05 Aug 2024
Historique:
received: 08 07 2024
revised: 25 07 2024
accepted: 01 08 2024
medline: 10 8 2024
pubmed: 10 8 2024
entrez: 10 8 2024
Statut: epublish

Résumé

For artificial intelligence (AI) to support nutrition care, high quality and accuracy of its features within smartphone applications (apps) are essential. This study evaluated popular apps' features, quality, behaviour change potential, and comparative validity of dietary assessment via manual logging and AI. The top 200 free and paid nutrition-related apps from Australia's Apple App and Google Play stores were screened (

Identifiants

DOI: 10.3390/nu16152573 PMID: 39125452
pubmed: 39125452
pii: nu16152573
doi: 10.3390/nu16152573
pii:
doi:

Types de publication

Journal Article Comparative Study

Langues

eng

Sous-ensembles de citation

IM

Auteurs

Xinyi Li (X)

Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia.
Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia.
ORCID: 0000-0003-1228-8251

Annabelle Yin (A)

Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia.
Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia.
ORCID: 0009-0000-7201-7854

Ha Young Choi (HY)

Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia.
Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia.
ORCID: 0009-0001-4204-2474

Virginia Chan (V)

Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia.
Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia.
ORCID: 0000-0002-8839-896X

Margaret Allman-Farinelli (M)

Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia.
Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia.
ORCID: 0000-0002-6478-1374

Juliana Chen (J)

Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia.
Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia.
ORCID: 0000-0003-2844-6947

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Classifications MeSH

questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Evaluating the Quality and Comparative...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Evaluating the Quality and Comparative...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Logiciel › Applications mobiles › Evaluating the Quality and Comparative...
questionsmedicales.fr › Administration des services de santé › Organisation et administration › Journaux alimentaires › Evaluating the Quality and Comparative...
questionsmedicales.fr › Régions géographiques › Océanie › Australasie › Australie › Evaluating the Quality and Comparative...
questionsmedicales.fr › Environnement et santé publique › Santé publique › Méthodes épidémiologiques › Méthodologie en recherche épidémiologique › Reproductibilité des résultats › Evaluating the Quality and Comparative...
questionsmedicales.fr › Environnement et santé publique › Santé publique › Méthodes épidémiologiques › Collecte de données › Évaluation de l'état nutritionnel › Evaluating the Quality and Comparative...
questionsmedicales.fr › Sciences de l'information › Sources d'information › Moyens de communication › Télécommunications › Téléphone › Téléphones portables › Ordiphone › Evaluating the Quality and Comparative...
questionsmedicales.fr › Thérapeutique › Thérapie nutritionnelle › Evaluating the Quality and Comparative...
questionsmedicales.fr › Phénomènes physiologiques › Alimentation et nutrition › Phénomènes physiologiques nutritionnels › Régime alimentaire › Evaluating the Quality and Comparative...