BIOTECH
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.
* Team recognised by the Basque Government
Further information on the research portal
Comparative Analysis of explainable Machine Learning Models for Lipid Transfer Protein Quantification Using NIR Spectroscopy under Varying Dataset Conditions
Arce, Sara; Osa Sánchez, Ainhoa; Bernardo Seisdedos, Ganeko; García-Zapirain Soto, Begonya
Congress name: Comparative Analysis of explainable Machine Learning Models for Lipid Transfer Protein Quantification Using NIR Spectroscopy under Varying Dataset Conditions / Country: España / Publication name: Comparative Analysis of explainable Machine Learning Models for Lipid Transfer Protein Quantification Using NIR Spectroscopy under Varying Dataset Conditions / Start date: 2026/07/15 / End date: 2026/07/17
Optimal Feature Selection to Maximize AI-Driven Pre-diction: Case Study of Stroke
Kortabitarte, Maialen; Osa Sánchez, Ainhoa; García-Zapirain Soto, Begonya
Congress name: Optimal Feature Selection to Maximize AI-Driven Pre-diction: Case Study of Stroke / Country: España / Publication name: Optimal Feature Selection to Maximize AI-Driven Pre-diction: Case Study of Stroke / Start date: 2026/07/15 / End date: 2026/07/17
Exploring the Limits of Artificial Intelligence for Multi-label Diagnostic Support: From Shortcut Learning to Subtle Findings Detection
Guerrero Tamayo, Ana; Oleagordia Ruiz, Ibon; Carcamo Ibarra, Paulina Melisa; Garcia Zapirain, Begoña
Congress name: Exploring the Limits of Artificial Intelligence for Multi-label Diagnostic Support: From Shortcut Learning to Subtle Findings Detection / ISBN: n/a / Country: España / Publication name: Exploring the Limits of Artificial Intelligence for Multi-label Diagnostic Support: From Shortcut Learning to Subtle Findings Detection / Start date: 2026/07/15 / End date: 2026/07/17
Quantification of Pru p 3 Protein in Food Matrices using NIRS: From Overfitting in Machine Learning to Robust Modeling with PLS Regression
Oliver, Agueda; Osa Sánchez, Ainhoa; Bernardo Seisdedos, Ganeko; Mendez Zorrilla, Amaia; García-Zapirain Soto, Begonya
Congress name: Quantification of Pru p 3 Protein in Food Matrices using NIRS: From Overfitting in Machine Learning to Robust Modeling with PLS Regression / Country: España / Publication name: Quantification of Pru p 3 Protein in Food Matrices using NIRS: From Overfitting in Machine Learning to Robust Modeling with PLS Regression / Start date: 2026/07/15 / End date: 2026/07/17
BI-RADS classification of Mammographic images from the DMID dataset using Radiomics and Machine learning
Ruiz De Azua, Nicolas; Osa Sánchez, Ainhoa; Carcamo Ibarra, Paulina Melisa; García-Zapirain Soto, Begonya
Congress name: BI-RADS classification of Mammographic images from the DMID dataset using Radiomics and Machine learning / Country: España / Publication name: BI-RADS classification of Mammographic images from the DMID dataset using Radiomics and Machine learning / Start date: 2026/07/15 / End date: 2026/07/17
An Explainable AI Protocol for Early Detection of Malignancy in BIRADS 0 Mammography Studies
Osa Sánchez, Ainhoa; Carcamo Ibarra, Paulina Melisa; García-Zapirain Soto, Begonya
Congress name: An Explainable AI Protocol for Early Detection of Malignancy in BIRADS 0 Mammography Studies / City: Birmingham / Country: Reino Unido / Publication name: An Explainable AI Protocol for Early Detection of Malignancy in BIRADS 0 Mammography Studies / Start date: 2026/04/13 / End date: 2026/04/15
Explainable AI for Mammographic Image Analysis: A Radiomic Approach Using CBIS-DDSM
Osa Sánchez, Ainhoa; Carcamo Ibarra, Paulina Melisa; García-Zapirain Soto, Begonya
Congress name: Explainable AI for Mammographic Image Analysis: A Radiomic Approach Using CBIS-DDSM / City: Londres / Country: Reino Unido / Publication name: Explainable AI for Mammographic Image Analysis: A Radiomic Approach Using CBIS-DDSM / Start date: 2026/02/24 / End date: 2026/02/27
HEALTH 4.0 PARADIGM LEARNING USING HEALTHTEK VIRTUAL CAMPUS
Carcamo Ibarra, Paulina Melisa; Garcia Zapirain, Begoña; Alberto Monasterio, Juan; Osoa Sánchez, Ainhoa; Oleagordia Ruiz, Ibon; Mendez Zorrilla, Amaia
Congress name: HEALTH 4.0 PARADIGM LEARNING USING HEALTHTEK VIRTUAL CAMPUS / ISBN: 978-989-35728-7-0 / City: Lisboa / Country: Portugal / Publication name: HEALTH 4.0 PARADIGM LEARNING USING HEALTHTEK VIRTUAL CAMPUS / Start date: 2025/06/28 / End date: 2025/06/30
Salud 4.0 y el papel de la inteligencia artificial
García-Zapirain Soto, Begonya
Congress name: Salud 4.0 y el papel de la inteligencia artificial / ISBN: . / Country: España / Publication name: Salud 4.0 y el papel de la inteligencia artificial / Start date: 2025/05/27
Portable Allergen Detection with the Flame-NIR: A Compact Solution for Food Safety and Allergen Detection
Osa Sánchez, Ainhoa; Del Barrio, Itxasne; Mendez Zorrilla, Amaia; Oleagordia Ruiz, Ibon; Bernardo Seisdedos, Ganeko; García-Zapirain Soto, Begonya
Congress name: Portable Allergen Detection with the Flame-NIR: A Compact Solution for Food Safety and Allergen Detection / City: Lisboa / Country: Portugal / Publication name: Portable Allergen Detection with the Flame-NIR: A Compact Solution for Food Safety and Allergen Detection / Start date: 2025/05/19 / End date: 2025/05/22
An Integrated Care Approach for Improved Health Management: Sleep Quality Assessment including Real-Time Detection of Sleep Apnea
Dequin, Danielle Marie; Osa Sánchez, Ainhoa; García-Zapirain Soto, Begonya; Oleagordia Ruiz, Ibon; Hameed, Zabit; Mendez Zorrilla, Amaia
Congress name: An Integrated Care Approach for Improved Health Management: Sleep Quality Assessment including Real-Time Detection of Sleep Apnea / City: Lisboa / Country: Portugal / Publication name: An Integrated Care Approach for Improved Health Management: Sleep Quality Assessment including Real-Time Detection of Sleep Apnea / Start date: 2025/05/14 / End date: 2025/05/16
AI driven Integrated Care based on healthy nutrition: Early detection of LTP as a prevalent food allergen in elderly people
Osa Sánchez, Ainhoa; Del Barrio, Itxasne; García-Zapirain Soto, Begonya; Bernardo Seisdedos, Ganeko; Mendez Zorrilla, Amaia; Rodrigo Carbonero, David; Hameed, Zabit; Oleagordia Ruiz, Ibon
Congress name: AI driven Integrated Care based on healthy nutrition: Early detection of LTP as a prevalent food allergen in elderly people / City: Lisboa / Country: Portugal / Publication name: AI driven Integrated Care based on healthy nutrition: Early detection of LTP as a prevalent food allergen in elderly people / Start date: 2025/05/14 / End date: 2025/05/16