Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects. - Serradilla, Oscar; Zugasti, Ekhi; Rodriguez, Jon; Zurutuza, Urko (Appl. Intell., 2022)

Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge. - Serradilla, Oscar; Zugasti, Ekhi; Okariz, Julian Ramirez de; Rodriguez, Jon; Zurutuza, Urko (Int. J. Comput. Integr. Manuf., 2022)

Transfer learning and feature fusion for kinship verification. - Dornaika, Fadi; Arganda-Carreras, Ignacio; Serradilla, Oscar (Neural Comput. Appl., 2020)

Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery. - Serradilla, Oscar; Zugasti, Ekhi; Cernuda, Carlos; Aranburu, Andoitz; Okariz, Julian Ramirez de; Zurutuza, Urko (2020)

Deep learning models for predictive maintenance: a survey, comparison, challenges and prospect. - Serradilla, Oscar; Zugasti, Ekhi; Zurutuza, Urko (CoRR, 2020)

A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI. - Roa-Barco, Leire; Serradilla-Casado, Oscar; Velasco-Vázquez, Mikel de; López-Zorrilla, Asier; Graña, Manuel; Chyzhyk, Darya; Price, Catherine (2017)

Brain White Matter Lesion Segmentation with 2D/3D CNN. - López-Zorrilla, Asier; Velasco-Vázquez, Mikel de; Serradilla-Casado, Oscar; Roa-Barco, Leire; Graña, Manuel; Chyzhyk, Darya; Price, C. C. (2017)