NutriTrack Digital Health App Trial: AI-Powered Nutrition Tracking for Obesity Management — Pilot Study Implications for Clinical Practice
247 Health News Editorial
·22 May 2026
·4 min read
·clinical-trialsA Spanish pilot study evaluates NutriTrack, an AI-powered mobile application for nutrition and behavioral tracking in obesity patients. The 4-week observational trial assesses usability and clinical utility in outpatient obesity care.
Originally reported by ClinicalTrials.gov
References
- 1.García González, F. J. (2024). NutriTrack: An Artificial Intelligence Application for Nutritional and Behavioral Tracking in Patients With Obesity in an Outpatient Obesity Clinic: A Prospective Observational Pilot Study. ClinicalTrials.gov. https://clinicaltrials.gov/study/NCT07588620
- 2.Chooi, Y. C., Ding, C., & Magkos, F. (2019). The epidemiology of obesity. Metabolism, 92, 6-10. https://doi.org/10.1016/j.metabol.2018.09.005
- 3.Subar, A. F., Freedman, L. S., Tooze, J. A., Kirkpatrick, S. I., Boushey, C., Neuhouser, M. L., ... & Krebs-Smith, S. M. (2015). Addressing current criticism regarding the value of self-report dietary data. Journal of Nutrition, 145(12), 2639-2645. https://doi.org/10.3945/jn.115.219634
- 4.Brooke, J. (2013). SUS: A 'quick and dirty' usability scale. In P. W. Jordan, B. Thomas, I. L. McClelland, & B. Weerdmeester (Eds.), Usability Evaluation in Industry (pp. 189-194). CRC Press. https://doi.org/10.1201/9781498710411-35
- 5.Pew Research Center. (2023). Mobile fact sheet: Mobile phone ownership over time. https://www.pewresearch.org/internet/fact-sheet/mobile/
- 6.Poslusna, K., Ruprich, J., de Vries, J. H., Jakubikova, M., & van't Veer, P. (2009). Misreporting of energy and micronutrient intake estimated by food records and 24 hour recalls. British Journal of Nutrition, 101(2), 212-218. https://doi.org/10.1017/S0007114508194269
- 7.Stephens, J., & Allen, J. (2013). Mobile phone interventions to increase physical activity and reduce weight. Journal of Cardiovascular Nursing, 28(4), 320-329. https://doi.org/10.1097/JCN.0b013e318250a3e7
- 8.Ryan, K., Dockray, S., & Linehan, C. (2019). A systematic review of tailored eHealth interventions for weight loss. Digital Health, 5, 2055207619826685. https://doi.org/10.1177/2055207619826685
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247 Health News Editorial
247 Health News is a medical intelligence platform delivering evidence-based research appraisals, clinical trial monitoring, and health technology news for healthcare professionals.
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