Smart Kiosk for Nutritional Management of People With Diabetes in Underserved Communities: Development and Technical Evaluation
The AI-based kiosk demonstrated technical feasibility, adequate performance, and satisfactory usability. Its ability to operate without the need for internet and its low cost make it an equitable option for diabetes self-management and a replicable model in public health.
Authors
- Juan Carlos Ramírez Vázquez (ORCID: https://orcid.org/0000-0003-0125-6502)
- Marco Antonio Díaz Martínez (ORCID: https://orcid.org/0000-0003-1054-7088)
- Miriam Janet Cervantes López (ORCID: https://orcid.org/0000-0002-5925-1889)
- Guadalupe Esmeralda Rivera-García
- Jaime Cruz-Casados
- Arturo LLanes-Castillo
Institutions
- Instituto Tecnológico Superior de Xalapa (MX)
- Autonomous University of Tamaulipas (MX)
Publication Details
- Journal
- JMIR Formative Research
- Published
- 2026-01-13
- DOI
- https://doi.org/10.2196/76936
- Primary Topic
- Mobile Health and mHealth Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00