Subject areas
Faculty of Engineering
Team
Gobierno Vasco A
More information
Brief description of research aims
The team’s research has led to their expertise in Digital Signal Processing. At present, these techniques are being applied in two different fields.
On the one hand, in digital audio signal processing is being used as a solution to voice pathologies, especially among patients who have undergone laryngectomies. On the other hand, in the development of image processing, both to back up diagnoses in biomedicine as well as in biometrics.
The scope of the team’s scientific research centres on Biomedical Engineering as well as on developing projects focused on solving social problems, with special emphasis on disadvantaged people.
Research area
- Analysis and processing of biomedical, biological, environmental and food signals
- Telemedicine, telemonitoring and telecare for health and quality of life
- Technological solutions for the promotion of physical activity, sport and nutrition
- Quantum Machine Learning in the health, social care and environmental spheres
- Serious Games as therapy and social inclusion
* Team recognised by the Basque Government
Articles in Scientific Journals
Integrating quantum and classical machine learning for predicting remission in systemic lupus erythematosus / SPRINGER NATURE
Osorio, Pablo Alberto; García-Zapirain Soto, Begonya; Ullah, Ubaid
ISBNAR: APPLIED SCIENCES / Volume: 7 / Date: 2025
Survival analysis for predicting fitness app user churn / JMIR mHealth uHealth
Zakrzewska, Mónica; Jossa Bastidas, Oscar; Mendez Zorrilla, Amaia; García-Zapirain Soto, Begonya; Montane, Joel
ISBNAR: 2291-5222 / Volume: 11 / Date: 2025
Detection of LTP in Food Using Near-Infrared Spectroscopy and Explainable Artificial Intelligence / FOOD ANALYTICAL METHODS
Osa Sánchez, Ainhoa; Del Barrio, Itxasne; Bernardo Seisdedos, Ganeko; Mendez Zorrilla, Amaia; García-Zapirain Soto, Begonya
ISBNAR: 1936-9751 / Date: 2025
Novel Artificial Intelligence Approach For nsLTP Early Detection Using NIRs Data / FOOD ANALYTICAL METHODS
Rodriguez Alonso, Alex; Del Barrio, Itxasne; Bernardo Seisdedos, Ganeko; Osa Sánchez, Ainhoa; García-Zapirain Soto, Begonya
ISBNAR: 1936-9751 / Date: 2025
Wearable Sensors and Artificial Intelligence for Sleep Apnea Detection: A Systematic Review / Journal of Medical Systems
Osa Sánchez, Ainhoa; Ramos Martinez De Soria, Javier; Mendez Zorrilla, Amaia; Oleagordia Ruiz, Ibon; García-Zapirain Soto, Begonya
ISBNAR: 0148-5598 / Volume: 66 / Journal number: 49 / Date: 2025
Supervised Theses
Deep learning applied to structured healthcare to promote physical wellness
BASTIDAS JOSSA, OSCAR JAVIER
Date: 2024
Deep learning for breast cancer diagnosis
Hameed, Zabit
Date: 2023
Machine learning and algorithms applied to ethnographic and biomedical cancer data: studies from Ireland, Finland and Spain
BARDHI, Ornela
Date: 2022
Algoritmos para la selección de características y clasificación de sujetos para las patologías de Dislexia y Migraña
Garcia Chimeno, Yolanda
Date: 2020
Imparting 3D representations to Artificial Intelligence for a full assessment of pressure injuries
Date: 2020
Algoritmo de detección y caracterización de patrones dermatoscópicos presentes en el melanoma.
GARCIA ARROYO, JOSE LUIS
Date: 2017
Algoritmos para el seguimiento y adecuación de la calidad de la colonoscopia en el cribado de cancer colorrectal
Sánchez, Alain
Date: 2017
FRED: Exergame to Prevent Dependence and Functional Deterioration Associated with Ageing. A Pilot Three-Week Randomized Controlled Clinical Trial
MUGUETA, IRANTZU
Date: 2017
Algoritmo multi-variable basado en biofeedback para la adaptacion en tiempo real de serious games for health orientados a personas con TDAH
FRUTOS PASCUAL, MAITE
Date: 2016
Arquitectura Novel de procesador DSP
VICENTE SAEZ, JAVIER
Date: 2016
Esophageal Speech improvement by signal processing methods on excitation (source) signal
Isqad, Rizwan
Date: 2016
Teoría de Grafos en la caracterización de patologías cerebrales sobre imágenes de resonancia magnética
Hernandez, Fernando Jorge
Date: 2016
Solución tecnológica para la detección precoz automática de trastornos de espectro autista en niños basada en serious games y tecnología Eye Tracking
Date: 2016
Enhancement of Esophageal Speech using Signal Processing algorithms on Source Signal and Vocal Tract Filter
Isqad, Rizwan
Date: 2015
Sistema de tele-consulta y ayuda al diagnóstico mediante procesado de señal basado en web
EGUILUZ PEREZ, GONZALO
Date: 2015
Mejora de la calidad y la parametrización de la voz esofágica
OLEAGORDIA RUIZ, IBON
Date: 2015
Algoritmo de parametrización de imágenes estroboscópicas de cuerdas vocales
Date: 2012
Accesibilidad integral de centros de recursos digitales para personas con discapacidad visual
Date: 2007
Sistema de Trabajo Cooperativo basado en la transmisión de eventos
Date: 1999
Evaluación de controladores de rotación 3D
Date: 1994