Juan F. Gaitán Guerrero

According to our database, Juan F. Gaitán Guerrero authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

A novel fine-tuning and evaluation methodology for large language models on IoT raw data summaries (LLM-RawDMeth): A joint perspective in diabetes care.

Juan F. Gaitán Guerrero, Carmen Martínez-Cruz, Macarena Espinilla, David Díaz-Jiménez, José L. López

Comput. Methods Programs Biomed., 2025

StreamTag: A Platform for Flexible Tagged Data Management.

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

Proceedings of the 11th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2025

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, Luis G. Pérez-Cordón, José-María Serrano, Juana M. Morcillo-Martínez, María Ángeles Verdejo-Espinosa, Juan C. Cuevas-Martínez, Raquel Viciana-Abad, Pedro Reche López, José Manuel Pérez-Lorenzo, David Díaz-Jiménez, Macarena Espinilla

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

2024

Toward an Interpretable Continuous Glucose Monitoring Data Modeling.

Juan Francisco Gaitán Guerrero, José Luis López Ruiz, Macarena Espinilla, Carmen Martínez-Cruz

IEEE Internet Things J., October, 2024

IoT-Powered Vital Signs Monitoring System for Optimal Hospital Assistance.

Carlos Montoya, José L. López, Juan F. Gaitán Guerrero, David Díaz-Jiménez, Macarena Espinilla

Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024), 2024

PLATERA: A Comprehensive Web-Based System and Sensor Dataset for Activity Recognition in Households Environments.

David Díaz-Jiménez, José Luis López, Juan F. Gaitán Guerrero, Macarena Espinilla

Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024), 2024

A Fuzzy-Based IoMT Intelligent Data Platform for Enhanced Glucose Data Interpretation and Healthcare Assistance.

José Luis López Ruiz, Juan Francisco Gaitán Guerrero, Carmen Martínez-Cruz, Macarena Espinilla Estévez

Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023

IoT-Driven Real-Time Glucose Monitoring: Empowering Diabetes Care and Prevention.

José Luis López Ruiz, Juan F. Gaitán Guerrero, Carmen Martínez-Cruz, David Díaz-Jiménez, Jesús González Lama, Macarena Espinilla

Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

A First Approach to the Generation of Linguistic Summaries from Glucose Sensors Using GPT-4.

Carmen Martínez-Cruz, Juan F. Gaitán Guerrero, José Luis López Ruiz, Antonio Jesús Rueda, Macarena Espinilla

Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023