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Updated: Jan 8, 2026

Deep Neural Networks for Image-Based Dietary Assessment
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Using commercial dataset for extracting information on nutrition composition for policy evaluation purposes

Beatriz Silva Nunes1,2, Camila Aparecida Borges3,4, Mariana Fagundes Grilo2,5

  • 1Graduate Program in Collective Health, School of Medical Sciences, https://ror.org/04wffgt70University of Campinas, Campinas, Brazil.

Public Health Nutrition
|December 23, 2025
PubMed
Abstract

Keywords:
Composition nutritionalEvaluatingFood labellingMonitoringNutrition policySecondary data analysis

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