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.
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.
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.
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.
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.
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.
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.
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.
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
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
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
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.
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
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
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.
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
Guerrero López AJ. Clinical microbiology with multi-view deep probabilistic models. http://hdl.handle.net/10016/37432
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
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.
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.
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.
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
Ramis, S., Perales, F., Guerrero-López, A., & Buades Rubio, J. M. (2019). Interacción basada en robots sociales para la evaluación de expresiones faciales.
PhD defense at PhD Defense, Universidad Carlos III de Madrid, Universidad Carlos III de Madrid, Madrid, Spain
Seminar presentation at Cambridge Ellis Machine Learning Summer School, University of Cambridge, Cambridge, United Kingdom
Seminar presentation at 9ª Jornada de Investigación e Innovación IISGM, Hospital General Universitario Gregorio Marañón, Madrid, Spain
Seminar presentation at Servicio de Microbiología, Hospital General Universitario Gregorio Marañón, Madrid, Spain
Seminar presentation at Seminarios Alberto Tejedor, Hospital General Universitario Gregorio Marañón, Madrid, Spain
Podium presentation at Mass Spectometry & Advances in the Clinical LAB 2021, Salzburg, Austria
Master Thesis at Master in Applied Artificial Intelligence, Universidad Carlos III de Madrid, Madrid, Spain
Master Thesis at Master in Applied Artificial Intelligence, Universidad Carlos III de Madrid, Madrid, Spain
Undergraduate course at Universidad Carlos III de Madrid, Bachelor in Data Science and Engineering, Madrid, Spain
Undergraduate course at Universidad Carlos III de Madrid, Bachelor in Data Science and Engineering, Madrid, Spain
Undergraduate course at Universidad Carlos III de Madrid, Bachelor in Mobile and Space Communications Engineering, Madrid, Spain
Master Thesis at Master in Applied Artificial Intelligence, Universidad Carlos III de Madrid, Madrid, Spain
Master Thesis at Master in Applied Artificial Intelligence, Universidad Carlos III de Madrid, Madrid, Spain
Master Thesis at Master in Applied Artificial Intelligence, Universidad Carlos III de Madrid, Madrid, Spain
Master course at Universidad Politécnica de Madrid, Master in Theoretical Signal Processing, Madrid, Spain
Master Thesis at Master in Applied Artificial Intelligence, Universidad Carlos III de Madrid, Madrid, Spain
Master Thesis at Master in Applied Artificial Intelligence, Universidad Carlos III de Madrid, Madrid, Spain
Master Thesis at Master in Big Data Analytics, Universidad Carlos III de Madrid, Madrid, Spain
Bachelor Thesis at Bachelor in Data Science and Engineering, Universidad Carlos III de Madrid, Madrid, Spain
Master course at Universidad Carlos III de Madrid, Master in Applied Artificial Intelligence, Madrid, Spain
Master course at Universidad Carlos III de Madrid, Master in Applied Artificial Intelligence, Madrid, Spain
Undergraduate course at Carlos III International School, Bachelor in Data Science and Engineering, Madrid, Spain
Undergraduate course at Carlos III International School, Bachelor in Data Science and Engineering, Madrid, Spain
Corporate training at Fundación Carlos III de Madrid, Madrid, Spain
Undergraduate course at Universidad Carlos III de Madrid, Signal Theory and Communications Department, Madrid, Spain