GLOW-ENV: A Dual-Data IoE-Based Approach for Integrating Glucose and Environmental Data into a Diabetes Recommendation System

Juan F. Gaitán-Guerrero, Carmen Martínez-Cruz, José L. López, Francisco Mata-Mata, Luis G. Pérez-Cordón, José-María Serrano, Juana M. Morcillo-Martínez, Ángeles Verdejo-Espinosa, Juan C. Cuevas-Martínez, Raquel Viciana-Abad, Pedro J. Reche-López, José M. Pérez-Lorenzo, David Díaz-Jiménez, Macarena Espinilla

2025

Abstract

This paper introduces GLOW-ENV, an intelligent Internet of Everything (IoE)-driven mobile application designed with the objective of integrating real-time glucose monitoring data and environmental metrics to enhance diabetes care and management. The proposed IoE ecosystem integrates a continuous glucose monitoring with a personalized Artificial Intelligence model designed to predict glycemic fluctuations in a near-future. Additionally, GLOW-ENV integrates a rule-based recommendation system to dynamically adapt its suggestions based on contextual glucose and environmental data. This framework advances personalized diabetes care, contributing to their progression and well-being offering valuable insights and improving decision-making.

Paper Citation

in Harvard Style

Gaitán-Guerrero J., Martínez-Cruz C., López J., Mata-Mata F., Pérez-Cordón L., Serrano J., Morcillo-Martínez J., Verdejo-Espinosa Á., Cuevas-Martínez J., Viciana-Abad R., Reche-López P., Pérez-Lorenzo J., Díaz-Jiménez D. and Espinilla M. (2025). GLOW-ENV: A Dual-Data IoE-Based Approach for Integrating Glucose and Environmental Data into a Diabetes Recommendation System. In Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: HEALTHINF; ISBN 978-989-758-731-3, SciTePress, pages 797-804. DOI: 10.5220/0013307100003911

in Bibtex Style

@conference{healthinf25,
author={Juan Gaitán-Guerrero and Carmen Martínez-Cruz and José López and Francisco Mata-Mata and Luis Pérez-Cordón and José-María Serrano and Juana Morcillo-Martínez and Ángeles Verdejo-Espinosa and Juan Cuevas-Martínez and Raquel Viciana-Abad and Pedro Reche-López and José Pérez-Lorenzo and David Díaz-Jiménez and Macarena Espinilla},
title={GLOW-ENV: A Dual-Data IoE-Based Approach for Integrating Glucose and Environmental Data into a Diabetes Recommendation System},
booktitle={Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: HEALTHINF},
year={2025},
pages={797-804},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013307100003911},
isbn={978-989-758-731-3},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: HEALTHINF
TI - GLOW-ENV: A Dual-Data IoE-Based Approach for Integrating Glucose and Environmental Data into a Diabetes Recommendation System
SN - 978-989-758-731-3
AU - Gaitán-Guerrero J.
AU - Martínez-Cruz C.
AU - López J.
AU - Mata-Mata F.
AU - Pérez-Cordón L.
AU - Serrano J.
AU - Morcillo-Martínez J.
AU - Verdejo-Espinosa Á.
AU - Cuevas-Martínez J.
AU - Viciana-Abad R.
AU - Reche-López P.
AU - Pérez-Lorenzo J.
AU - Díaz-Jiménez D.
AU - Espinilla M.
PY - 2025
SP - 797
EP - 804
DO - 10.5220/0013307100003911
PB - SciTePress