Case Study of a Low-Cost IoT Device with a Thermal Vision to Monitor Human Stool Behavior in the Home. - Alicia Montoro-Lendínez; David Díaz-Jiménez; José Luis López Ruiz; Javier Medina Quero; Macarena Espinilla Estévez (ICIAP Workshops (1), 2022)

Initial Prototype of Low-Cost Stool Monitoring System for Early Detection of Diseases. - José Luis López Ruiz; David Díaz-Jiménez; Alicia Montoro-Lendínez; Macarena Espinilla (IWBBIO (1), 2022)

Advanced Home-Based Diabetes Monitoring System: Initial Real-World Experiences. - David Díaz-Jiménez; José Luis López Ruiz; Alicia Montoro-Lendínez; Jesús González Lama; Macarena Espinilla Estévez (IWANN (1), 2023)

Unifying Wearable Data: A Novel Architecture Integrating Fitbit Wristbands and Smartphones for Enhanced Data Availability and Linguistic Summaries. - David Díaz-Jiménez; Javier Medina Quero; Macarena Espinilla Estévez (UCAmI (3), 2023)

Monitoring Environments with New Generation Devices. - Alicia Montoro-Lendínez; José Luis López Ruiz; María Paz Barbero Rodríguez; David Díaz-Jiménez; Chris D. Nugent; Macarena Espinilla Estévez (UCAmI (1), 2023)

Shedding Light on the Energy Usage of Activity Recognition Systems in Homes. - Alicia Montoro-Lendínez; José Luis López Ruiz; David Díaz-Jiménez; Macarena Espinilla Estévez; Chris D. Nugent (UCAmI (3), 2023)

Detection of Sets and Repetitions in Strength Exercises Using IMU-Based Wristband Wearables. - Aurora Polo Rodríguez; David Díaz-Jiménez; Miguel Ángel Carvajal; Oresti Baños; Javier Medina Quero (UCAmI (1), 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 (UCAmI (2), 2023)

Methodology based on linguistic protoforms for activity detection in patients with type 2 diabetes mellitus. - David Díaz-Jiménez; José Luis López Ruiz; Jesús González Lama; Macarena Espinilla (HICSS, 2024)

PLATERA: A Comprehensive Web-Based System and Sensor Dataset for Activity Recognition in Households Environments. - David Díaz-Jiménez; José Luis López 003; Juan F. Gaitán Guerrero; Macarena Espinilla (UCAmI, 2024)

IoT-Powered Vital Signs Monitoring System for Optimal Hospital Assistance. - Carlos Montoya; José L. López 003; Juan F. Gaitán Guerrero; David Díaz-Jiménez; Macarena Espinilla (UCAmI, 2024)

A New Horizon in Healthcare: An Innovative Methodology for Sensor-Based Adherence Platforms in Home Monitoring of Key Treatment Indicators. - David Díaz-Jiménez; José L. López 003; Jesús González Lama; Macarena Espinilla (IEEE Internet Things J., 2024)

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 003; 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; et al. (BIOSTEC (2): HEALTHINF, 2025)

Perceptions and Acceptability of Sensor-Based Activity Recognition Systems Among Older Adults and Their Families. - David Díaz-Jiménez; José L. López 003; Francisco J. Flores-Avilés; Macarena Espinilla (ICT4AWE, 2025)

StreamTag: A Platform for Flexible Tagged Data Management. - David Díaz-Jiménez; Francisco Mata; José L. López 003; 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; et al. (ICT4AWE, 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 003 (Comput. Methods Programs Biomed., 2025)

Fuzzy processing applied to improve multimodal sensor data fusion to discover frequent behavioral patterns for smart healthcare. - Carlos Fernandez-Basso; David Díaz-Jiménez; José L. López 003; Macarena Espinilla (Inf. Fusion, 2025)