Sergio Martínez-Agüero

Machine Learning Techniques to Identify Antimicrobial Resistance in the Intensive Care Unit

Sergio Martínez-Agüero, Inmaculada Mora-Jiménez, Jon Lérida-García et al. · Entropy · 2019 · 60 citations · Full text

Life Sciences, Infectious Diseases, Microbiology +16

Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance

Sergio Martínez-Agüero, Cristina Soguero-Ruíz, José M. Alonso et al. · Future Generation Computer Systems · 2022 · 46 citations · Full text

Computing, Data Science, Health Informatics +17

Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods

Lidia Pascual-Sánchez, Inmaculada Mora-Jiménez, Sergio Martínez-Agüero et al. · 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 2021 · 17 citations

Computing, Clinical Sciences, Infectious Diseases +17

Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction

Àlvar Hernàndez-Carnerero, Miquel Sànchez–Marrè, Inmaculada Mora-Jiménez et al. · Artificial Intelligence in Medicine · 2023 · 13 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16