Publications
ELLIS Madrid
2025
IEEE Access, vol. 13, pp. 178160-178175, 2025
Álvaro Moure Prado, View ORCID ProfileAlejandro Guerrero-López, View ORCID ProfileJulián D. Arias-Londoño, View ORCID ProfileJuan I. Godino-Llorente
Bayesian automatic screening of pneumonia and lung lesions localization from CT scans. A combined method toward a more user-centred and explainable approach
December 2025
Neurocomputing Volume 657, 7 December 2025, 131674
D Fernández-Sánchez, D Hernández-Lobato
Joint entropy search for multi-objective Bayesian optimization with constraints and multiple fidelities
2025
IEEE Open Journal of the Communications Society
Alejandro Lancho and Amir Weiss and Gary C. F. Lee and Tejas Jayashankar and Binoy G. Kurien and Yury Polyanskiy and Gregory W. Wornell
RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge
2025
Journal of Psychiatric Research
Ismael Conejero and Miguel Ángel Villalba and Victoria Matos and Oscar Jiménez and Rafael García and Lucía Albarracín-García and Alejandro Porras-Segovia and María Luisa Barrigón and Jorge Lopez-Castroman and Antonio Artés-Rodriguez and Enrique Baca-Garcia
Feasibility of digital monitoring in patients receiving ambulatory psychiatric care
2025
IEEE Journal of Biomedical and Health Informatics
Lorena Gallego-Viñarás and Juan Miguel Mira-Tomás and Anna Michela Gaeta and Gerard Pinol-Ripoll and Ferran Barbé and Pablo M. Olmos and Arrate Muñoz-Barrutia
Alzheimer's Disease Detection in EEG Sleep Signals
2025
J Med Internet Res, vol. 27, pp. e63962, 2025, ISSN: 1438-8871.
Paz-Arbaizar, Leire; Lopez-Castroman, Jorge; Artés-Rodríguez, Antonio; Olmos, Pablo M; Ramírez, David
Emotion Forecasting: A Transformer-Based Approach
2025
BMC Bioinformatics, vol. 26, no 1, 2025, ISSN: 1471-2105.
Blázquez-Sánchez, Mario; Guerrero-López, Alejandro; Candela, Ana; Belenguer-Llorens, Albert; Moreno, José Miguel; Sevilla-Salcedo, Carlos; Sánchez-Cueto, María; Arroyo, Manuel J.; Gutiérrez-Pareja, Mark; Gómez-Verdejo, Vanessa; Olmos, Pablo M.; Mancera, Luis; Muñoz, Patricia; Marín, Mercedes; Alcalá, Luis; Rodríguez-Temporal, David; Rodríguez-Sánchez, Belén
Automated web-based typing of Clostridioides difficile ribotypes via MALDI-TOF MS
October 2025
Data in Brief Volume 62, October 2025, 111962
Yichun Sun , Alejandro Guerrero-López , Julián D. Arias-Londoño , Juan I. Godino-Llorente
CT-SCOPE: annotated dataset of CT SCans for the automatic semantic segmentation of the Osseous structures of the Paranasal sinusEs
2025
Proceedings of the Forty-first Conference on Uncertainty in Artificial Intelligence, PMLR 286:2973-3012, 2025
María Martínez-García, Grace Villacrés, David Mitchell, Pablo M. Olmos
Improved Variational Inference in Discrete VAEs using Error Correcting Codes
July 2025
Computerized Medical Imaging and Graphics Volume 123, July 2025, 102541
Yichun Sun , Alejandro Guerrero-López , Julián D. Arias-Londoño, Juan I. Godino-Llorente
Automatic semantic segmentation of the osseous structures of the paranasal sinuses
2025
Knowledge-Based Systems Volume 322, 8 July 2025, 113612
D Fernández-Sánchez, EC Garrido-Merchán, D Hernández-Lobato
Alpha entropy search for new information-based Bayesian optimization
January 2025
Preprint
Darío C. Larese, Almudena Bravo Cerrada, Gabriel Dambrosio Tomei, Alejandro Guerrero-López, Pablo M. Olmos, María Jesús Gómez García
Transformer Vibration Forecasting for Advancing Rail Safety and Maintenance 4.0
2025
Engineering Applications of Artificial Intelligence
Albert Belenguer-Llorens and Carlos Sevilla-Salcedo and Jussi Tohka and Vanessa Gómez-Verdejo
Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classification