Published in arXiv, 2024
Recommended citation: Martínez-García, M., Villacrés, G., Mitchell, D., & Olmos, P. M. (2024). Protect Before Generate: Error Correcting Codes within Discrete Deep Generative Models. arXiv preprint arXiv:2410.07840. https://arxiv.org/abs/2410.07840
Published in Frontiers in Immunology, 2024
Recommended citation: Muñiz, P., Martínez-García, M., Bailén, R., Chicano, M., Oarbeascoa, G., Triviño, J. C., ... & Buño, I. (2024). Identification of predictive models including polymorphisms in cytokines genes and clinical variables associated with post-transplant complications after identical HLA-allogeneic stem cell transplantation. Frontiers in Immunology, 15, 1396284. https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2024.1396284/full
Published in IEEE Journal of Biomedical and Health Informatics, 2023
Recommended citation: M. Martínez-García and P. M. Olmos, "Handling Ill-conditioned Omics Data with Deep Probabilistic Models," in IEEE Journal of Biomedical and Health Informatics, doi: 10.1109/JBHI.2023.3279493. https://ieeexplore.ieee.org/document/10132455
Published in EHA 2023 Hybrid Congress, 2023
Recommended citation: M. Gómez-Llobell; M. Martínez-García; C. Serra-Smith; D. Gómez-Costas; G. Oarbeascoa; D.Carbonell; J. Anguita; A. Pérez-Corral; M. Pion; VA Pérez-Fernández; I. García- Fernández; M.Bastos; P. Fernández-Caldas; I. Gómez-Centurión; A. Alarcón; E. Catalá; D. Conde; J. Gayoso; P.Olmos; C. Martínez-Laperche; J. García-Domínguez; Y. Fernández; R. Bailén; M. Kwon; IIdentification of Biomarkers and Risk Factors for Inmune Effector Cell-Associated Neurotoxicity Syndrome (ICANS) in CD19-directed CAR T-Cell Therapy: a Retrospective Machine Learning-based Analysis. EHA2023.
Published in arXiv (PREPRINT currently under review), 2023
Recommended citation: María Martínez-García, Fernando Moreno-Pino, Pablo M. Olmos, and Antonio Artés-Rodríguez. Sleep activity recognition and characterization from multi-source passively sensed data. arXiv preprint arXiv:2301.10156. https://arxiv.org/abs/2301.10156
Published in Machine Learning for Health (ML4H) Symposium 2022, 2022
Recommended citation: Moreno-Pino, F., Martínez-García, M., Olmos, P. M., & Artés-Rodríguez, A. (2022). Heterogeneous Hidden Markov Models for Sleep Activity Recognition from Multi-Source Passively Sensed Data. arXiv preprint arXiv:2211.10371. https://arxiv.org/abs/2211.10371
Published in 64th Annual Meeting and Exposition of the American Society of Hematology, Blood, 2022
Recommended citation: Paula Muñiz Sevilla, María Martínez-García, Mi Kwon, Rebeca Bailén, Gillen Oarbeascoa, Diego Carbonell, Julia Suárez González, María Chicano Lavilla, Cristina Andres, Juan Carlos Triviño, Javier Anguita, José Luis Díez-Martín, Pablo Martínez Olmos, Carolina Martinez-Laperche, Ismael Buño; Identification of Predictive Models Including Polymorphisms in Cytokines Genes Associated with Post-Transplant Complications after Identical HLA-Allogeneic Stem Cell Transplantation. Blood 2022; 140 (Supplement 1): 4795–4796. doi: https://doi.org/10.1182/blood-2022-168461 https://ashpublications.org/blood/article/140/Supplement%201/4795/490797/Identification-of-Predictive-Models-Including