Non-Invasive Prediction of Embryo Ploidy from Time-Lapse Videos Using Video Vision Transformers (ViViT)
Teresa García-Navarro, Eduardo Alonso, Ane Goikolea-Vives, Gorka Barrenetxea, Ibai Gurrutxaga, Andoni Beristain, Alba Garin-Muga
2026 - Proceedings of MIE 2026: Opening the Personal Gate between Technology and Health Care
Presentación oral
Transformer-Based Architecture for Predicting Surgical Complications from EHR Data
Eduardo Alonso, Naroa Mendez, Xabier Calle, Alba Garin-Muga, Moisés David Espejo, Maite Lopez, Maykel Alonso-Arce, Eñaut Rojo, Ibai Gurrutxaga, Andoni Beristain
2026 - Proceedings of MIE 2026: Opening the Personal Gate between Technology and Health Care
Presentación oral
Towards active participant centric vertical federated learning: Some representations may be all you need
Jon Irureta, Jon Imaz, Aizea Lojo, Javier Fernandez-Marques, Iñigo Perona, Marco González
2026 - Knowledge-Based Systems
Artículo en revista
Data-Centric Pruning and Region-Weighted Loss for Robust Gaze Vector Estimation
Alejandro García de la Santa, Adrián Carrizo-Pérez, Ane Zulaika, Francisco J. Iriarte, Luis Unzueta, Iñigo Perona, Jose Luis Jodra, Arantxa Villanueva
2026 - IEEE Signal Processing Letters
Artículo en revista
In-Process Data Segmentation for Machine Learning Based Burn Prediction in Grinding
Gorka Gutierrez, Olatz Arbelaitz, David Barrenetxea, Jesús M. Pérez
2025 - Proceedings of the 19th CIRP Conference on Intelligent Computation in Manufacturing Engineering (CIRP ICME'25)
Presentación oral
Combining CS Unplugged and L2T2L to Bridge the Computing Illiteracy Gap of the Elderly Population: A Case Study
José Alfredo Díaz-León, Olatz Arbelaitz, Mikel Larrañaga, Ana Arruarte
2025 - Applied Sciences
Artículo en revista
Comparison of Machine Learning Algorithms to Predict Down Syndrome During the Screening of the First Trimester of Pregnancy
Eduardo Alonso, Andoni Beristain, Jorge Burgos, Ibai Gurrutxaga
2025 - Applied Sciences
Artículo en revista
Preclinical Alzheimer's and vascular biomarkers alter brain aging in cognitively normal adults: a MRI-based study
Unai Torres, David Bernal, Ibai Gurrutxaga, Ainara Estanga, Pablo Martínez-Lage, Olatz Arbelaitz
2025 - Frontiers in Aging Neuroscience
Artículo en revista
Application of ML Techniques for Assessing Gross Motor Function in Adults Suffering from Cerebral Palsy
Jesús Gómez, Jose Luis Jodra, Asier Salazar-Ramírez, Raquel Martínez, Maria-Arantzazu Ruescas-Nicolau, M. Luz Sánchez-Sánchez
2025 - Applied Sciences - Biomedical Engineering
Artículo en revista
Survival Stacking Ensemble Model for Lung Cancer Risk Prediction
Eduardo Alonso, Xabier Calle, Ibai Gurrutxaga, Andoni Beristain
2024 - Collaboration across Disciplines for the Health of People, Animals and Ecosystems: Proceedings of the EFMI Special Topic Conference 2024
Presentación oral