Published in Microbes and Infection, 2025
Recommended citation: Greutmann, M., Borgwardt, K., Brüningk, S., Franzeck, F., Giske, C. G., Green, A. G., ... & Egli, A. (2025). ESCMID workshop: Artificial Intelligence and Machine Learning in Medical Microbiology Diagnostics. Microbes and Infection, 105562. https://doi.org/10.1016/j.micinf.2025.105562
Published in Data in Brief, 2025
Recommended citation: Sun, Y., Guerrero-López, A., Arias-Londoño, J. D., & Godino-Llorente, J. I. (2025). CT-SCOPE: annotated dataset of CT SCans for the automatic semantic segmentation of the Osseous structures of the Paranasal sinusEs. Data in Brief, 111962. https://doi.org/10.1016/j.dib.2025.111962
Published in IEEE Access, 2025
Recommended citation: Moure Prado, Á., Guerrero-López, A., Arias-Londoño, J. D., & Godino-Llorente, J. I. (2025). Bayesian automatic screening of pneumonia and lung lesions localization from CT scans. A combined method toward a more user-centred and explainable approach. bioRxiv, 2025-04. https://doi.org/10.1109/ACCESS.2025.3607282
Published in Computerized Medical Imaging and Graphics, 2025
Recommended citation: Sun, Y., Guerrero-López, A., Arias-Londoño, J. D., & Godino-Llorente, J. I. (2025). Automatic semantic segmentation of the osseous structures of the paranasal sinuses. Computerized Medical Imaging and Graphics, 123, 102541. https://doi.org/10.1016/j.compmedimag.2025.102541
Published in Scientific Data, 2024
Recommended citation: Mendes-Laureano, J., Gómez-García, J.A., Guerrero-López, A. et al. NeuroVoz: a Castillian Spanish corpus of parkinsonian speech. Sci Data 11, 1367 (2024). https://doi.org/10.1038/s41597-024-04186-z https://doi.org/10.1038/s41597-024-04186-z
Published in Scientific Data, 2024
Recommended citation: Hernández-García, E., Guerrero-López, A., Arias-Londoño, J.D. et al. A voice and speech corpus of patients who underwent upper airway surgery in pre- and post-operative states. Sci Data 11, 746 (2024). https://doi.org/10.1038/s41597-024-03540-5 https://doi.org/10.1038/s41597-024-03540-5
Published in Engineering Applications of Artificial Intelligence, 2024
Recommended citation: Fuster-Barceló, Caterina and Guerrero-López, Alejandro and Camara, Carmen and Peris-Lopez, Pedro, Exploring the Power of Ppg Matrix for Atrial Fibrillation Detection with Integrated Explainability. Engineering Applications of Artificial Intelligence, Volume 133, Part D, July 2024, 108325. https://doi.org/10.1016/j.engappai.2024.108325
Published in Engineering Applications of Artificial Intelligence, 2023
Recommended citation: López, A., Guerrero-López, A., Olmos, P. M., & Gómez, M. J. (2023). Detecting train driveshaft damages using accelerometer signals and Differential Convolutional Neural Networks. Engineering Applications of Artificial Intelligence, Volume 126, Part A, November 2023, 106840 https://doi.org/10.1016/j.engappai.2023.106840
Published in Journal of Clinical Microbiology, 2023
Recommended citation: Ana Candela, Alejandro Guerrero-López, Miriam Mateos, Alicia Gómez-Asenjo, Manuel J. Arroyo, Marta Hernandez-García, Rosa del Campo, Emilia Cercenado, Aline Cuénod, Gema Méndez, Luis Mancera, Juan de Dios Caballero, Laura Martínez-García, Desirée Gijón, María Isabel Morosini, Patricia Ruiz-Garbajosa, Adrian Egli, Rafael Cantón, Patricia Muñoz, David Rodríguez-Temporal, Belén Rodríguez-Sánchez, 2023. Automatic Discrimination of Species within the Enterobacter cloacae Complex Using Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry and Supervised Algorithms. Journal of Clinical Microbiology, e01049-22 https://journals.asm.org/doi/abs/10.1128/jcm.01049-22
Published in Engineering Applications of Artificial Intelligence, 2023
Recommended citation: A. Guerrero-López, C. Sevilla-Salcedo, A. Candela, M. Hernández-García, E. Cercenado, P. M. Olmos, R. Cantón, P. Muñoz, V. Gómez-Verdejo, R. del Campo, and B. Rodríguez-Sánchez, “Automatic antibiotic resistance prediction in klebsiella pneumoniae based on maldi-tof mass spectra,” Engineering Applications of Artificial Intelligence, vol. 118, p. 105644, 2023. https://www.sciencedirect.com/science/article/pii/S0952197622006340
Published in Neurocomputing, 2022
Recommended citation: Carlos Sevilla-Salcedo, Alejandro Guerrero-López, Pablo M. Olmos, Vanessa Gómez-Verdejo, ayesian Sparse Factor Analysis with Kernelized Observations, Neurocomputing, 2022, ISSN 0925-2312, https://doi.org/10.1016/j.neucom.2022.03.024. https://doi.org/10.1016/j.neucom.2022.03.024
Published in Multimedia Tools and Applications, 78, 2019
Recommended citation: Perales, F.J., Riera, L., Ramis, S., Guerrero-López, A. Evaluation of a VR system for Pain Management using binaural acoustic stimulation. Multimed Tools Appl 78, 32869–32890 (2019). https://doi.org/10.1007/s11042-019-07953-y https://link.springer.com/article/10.1007/s11042-019-07953-y
Published in bioRxiv, 2025
Recommended citation: Santiago, L. S., López-Mareca, I., Blázquez-Sánchez, M., Moreno, J.M., Sevilla-Salcedo, C., Gómez-Verdejo, V., Rodríguez-Sánchez, B., Rodríguez-Temporal, D. & Guerrero-López, A., (2025). MARISMa: a routine MALDI-TOF MS database from 2018 to 2024. bioRxiv, 2025-05. https://doi.org/10.1101/2025.05.31.657186
Published in bioRxiv, 2025
Recommended citation: Santiago, L. S., Guerrero-López, A., Sevilla-Salcedo, C., Rodríguez-Temporal, D., Rodríguez-Sánchez, B., & Gómez-Verdejo, V. (2025). Machine Learning applied to MALDI-TOF data in a clinical setting: a systematic review. bioRxiv, 2025-01. https://doi.org/10.1101/2025.01.25.634879
Published in aRxiv, 2025
Recommended citation: Larese, D. C., Cerrada, A. B., Tomei, G. D., Guerrero-López, A., Olmos, P. M., & García, M. J. G. (2025). Transformer Vibration Forecasting for Advancing Rail Safety and Maintenance 4.0. arXiv preprint arXiv:2501.11730. https://doi.org/10.48550/arXiv.2501.11730
Published in techRxiv, 2024
Recommended citation: Alejandro Guerrero-López, Julián D. Arias-Londoño, Stefanie Shattuck-Hufnagel, et al. MARTA: a model for the automatic phonemic grouping of the parkinsonian speech. TechRxiv. March 19, 2024. 10.36227/techrxiv.171084943.31044695 http://dx.doi.org/10.36227/techrxiv.171084943.31044695/v1
Published in arXiv, 2022
Recommended citation: Guerrero-López, A., Sevilla-Salcedo, C., Gómez-Verdejo, V., & Olmos, P. M. (2022). Multi-view hierarchical Variational AutoEncoders with Factor Analysis latent space. arXiv preprint arXiv:2207.09185. https://arxiv.org/abs/2207.09185
Published in Interaccion 2019 at San Sebastián, Spain., 2019
Recommended citation: Ramis, S., Perales, F., Guerrero-López, A., & Buades Rubio, J. M. (2019). Interacción basada en robots sociales para la evaluación de expresiones faciales. https://www.researchgate.net/publication/334204484_Interaccion_basada_en_robots_sociales_para_la_evaluacion_de_expresiones_faciales
Published in bioRxiv, 2025
Recommended citation: Santiago, L. S., López-Mareca, I., Blázquez-Sánchez, M., Moreno, J.M., Sevilla-Salcedo, C., Gómez-Verdejo, V., Rodríguez-Sánchez, B., Rodríguez-Temporal, D. & Guerrero-López, A., (2025). MARISMa: a routine MALDI-TOF MS database from 2018 to 2024. Zenodo; 2025. https://zenodo.org/records/14218003
Published in Zenodo, 2024
Recommended citation: Hernández-García, E., Guerrero-López, A., Arias-Londoño, J.D. et al. CUCO Database: A voice and speech corpus of patients who underwent upper airway surgery in pre- and post-operative states. [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10256802 https://doi.org/10.5281/zenodo.10256802
Published in Zenodo, 2024
Recommended citation: Mendes-Laureano, J., Gómez-García, J. A., Guerrero-López, A., Luque-Buzo, E., Arias-Londoño, J. D., Grandas-Pérez, F. J., & Godino Llorente, J. I. (2024). NeuroVoz: a Castillian Spanish corpus of parkinsonian speech (1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10777657 https://doi.org/10.5281/zenodo.10777657
Published in Zenodo, 2023
Recommended citation: Blázquez-Sánchez M, Guerrero-López A, Candela A, Sánchez-Cueto M, Marín M, Jiménez-Navarro L, et al. MALDI-TOF spectra of Clostridioides difficile Ribotypes. Zenodo; 2023. https://doi.org/10.5281/zenodo.10370872
Published in Universidad Carlos III de Madrid, 2023
Recommended citation: Guerrero López AJ. Clinical microbiology with multi-view deep probabilistic models. http://hdl.handle.net/10016/37432 http://aguerrerolopez.github.io/files/Tesis_GuerreroLopez_AlejandroJorge_FormatoWeb.pdf