Alejandro Guerrero-López

Alejandro Guerrero-López

Postdoctoral researcher at the IMM, UZH, Switzerland.

Posts by Collection

portfolio

Bash: GPU monitoring

Bash simple script to monitorize the use of GPU by the colleagues of the department

Python: Manual Transcription Editor

I have developed a powerful and user-friendly tool designed to manually correct automatic transcriptions of audio files. This tool is particularly useful for refining transcriptions made by Whisper, ensuring high accuracy and quality.

Python: PVPC reader

An unfinished project of reading public spanish electrical prices and do some ML

publications

Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra

Published in Engineering Applications of Artificial Intelligence, 2023

Recommended citation: Guerrero-López, A., Sevilla-Salcedo, C., Candela, A., Hernández-García, M., Cercenado, E., Olmos, P. M., Cantón, R., Muñoz, P., Gómez-Verdejo, V., del Campo, R., & Rodríguez-Sánchez, B. (2023). Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra. Engineering Applications of Artificial Intelligence, 118, 105644. https://www.sciencedirect.com/science/article/pii/S0952197622006340

Automatic Discrimination of Species within the Enterobacter cloacae Complex Using Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry and Supervised Algorithms

Published in Journal of Clinical Microbiology, 2023

Recommended citation: Candela, A.*, Guerrero-López, A.*, Mateos, M., Gómez-Asenjo, A., Arroyo, M. J., Hernández-García, M., del Campo, R., Cercenado, E., Cuénod, A., Méndez, G., Mancera, L., Caballero, J. D., Martínez-García, L., Gijón, D., Morosini, M. I., Ruiz-Garbajosa, P., Egli, A., Cantón, R., Muñoz, P., Rodríguez-Temporal, D., & Rodríguez-Sánchez, B. (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

Bayesian automatic screening of pneumonia and lung lesions localization from CT scans. A combined method toward a more user-centred and explainable approach

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. IEEE Access, 13, 3607282. https://doi.org/10.1109/ACCESS.2025.3607282

How ready are we to use artificial intelligence in our fight against Antimicrobial resistance? An ESGAID and EAAS perspective

Published in Expert Review of Anti-infective Therapy, 2026

Recommended citation: Giacobbe, D. R., Ahmad, R., Akilli, F. M., Ascandari, A., Eyre, D. W., Gallardo-Pizarro, A., ... & Guerrero-López, A. (2026). How ready are we to use artificial intelligence in our fight against Antimicrobial resistance? An ESGAID and EAAS perspective. Expert Review of Anti-infective Therapy, (just-accepted). https://doi.org/10.1080/14787210.2026.2625382

talks

MSACL 2021 EU 7th European Congress

Published:

Presented an abstract in a podium: “Guerrero-López, A., Sevilla-Salcedo, C., Hernández-García, M., Del Campo, R., Rodríguez-Sánchez, B., Olmos, P. M., & Gómez-Verdejo, V. (2021). Antibiotic Resistance Prediction in Klebsiella pneumoniae Based on Phenotypic Susceptibility Testing and MALDI-TOF MS Protein Profiles MSACL 2021.”

teaching

Machine Learning Fundamentals

Corporate training, Fundación Carlos III de Madrid, 2022

I teach Corporate Training to BBVA bank employees three times a year since 2022. Specifically, a course in Machine Learning Fundamentals.