Journal Papers
Zurdo-Tabernero, M., Hernández, G., González-Arrieta, A., Prieto, J., & Corchado, J. M. (2026). Refining skip connections in convolutional encoder–decoder networks for whole meningioma segmentation using shifted window transformer blocks. Engineering Applications of Artificial Intelligence, 174, 114569. https://doi.org/10.1016/j.engappai.2026.114569
Guillem, P., Zurdo-Tabernero, M., Egido Iglesias, N., Canal-Alonso, Á., Durón Figueroa, L., Hernández, G., González-Arrieta, A. & de la Prieta, F. (2025). Leveraging transformers for semi-supervised pathogenicity prediction with soft labels. Journal of Integrative Bioinformatics, 20240047. https://doi.org/10.1515/jib-2024-0047
López-Blanco, R., Alonso, R.S., Rodríguez-González, S., Prieto, J., Corchado, J.M. (2024). Trustworthy Artificial Intelligence-based federated architecture for symptomatic disease detection. Neurocomputing vol. 579, 127415. https://doi.org/10.1016/j.neucom.2024.127415.
Conference Papers and Proceedings
Guillem, P.E. et al. (2025). Transformer-Enhanced Pathogenicity Prediction with Soft Labels in a Semi-supervised Setup. In: Cuadrado, S., Rocha, M., Fdez-Riverola, F., Mohamad, M.S., Alonso, Á.C., Gil-González, A.B. (eds) Practical Applications of Computational Biology and Bioinformatics, 18th International Conference (PACBB 2024). PACBB 2024. Lecture Notes in Networks and Systems, vol 1350. Springer, Cham. https://doi.org/10.1007/978-3-031-87873-2_5
Iglesias, N.E., Fernandez, P.J., Canal-Alonso, Á., Prieto, J. (2025). Revolutionizing Next-Generation Sequencing: Advanced Analysis Pipeline and Integrated Solutions. In: Cuadrado, S., Rocha, M., Fdez-Riverola, F., Mohamad, M.S., Alonso, Á.C., Gil-González, A.B. (eds) Practical Applications of Computational Biology and Bioinformatics, 18th International Conference (PACBB 2024). PACBB 2024. Lecture Notes in Networks and Systems, vol 1350. Springer, Cham. https://doi.org/10.1007/978-3-031-87873-2_20
Hernández-Pérez, M. et al. (2025). SEIR-XAI: Inferencia explicable de la transmisión epidémica para análisis de escenarios y apoyo de decisiones. In: Simposio en Inteligencia Artificial aplicada al Reto Demográfico.
Books
Practical Applications of Computational Biology and Bioinformatics, 18th International Conference (PACBB 2024). (2025). In S. Cuadrado, M. Rocha, F. Fdez-Riverola, M. S. Mohamad, Á. C. Alonso, & A. B. Gil-González (Eds.), Lecture Notes in Networks and Systems. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-87873-2
Webinars
Hernández-Pérez, M. et al. De los modelos epidemiológicos clásicos a la IA Explicable [Grupo de Investigación BISITE]. YouTube. Retrieved December 18, 2025, from https://www.youtube.com/live/bt9TX22-eTE.