Sergio Martínez-Agüero

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

I. Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, 2019, Entropy.

Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction

M. Sànchez-Marrè, C. Soguero-Ruíz, J. Álvarez-Rodríguez, 2023, Artif. Intell. Medicine.

Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods

I. Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, 2021, 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

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

I. Mora-Jiménez, C. Soguero-Ruíz, J. Álvarez-Rodríguez, 2022, Future Gener. Comput. Syst..

Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models

Miquel Sànchez-Marrè, I. Mora-Jiménez, Cristina Soguero-Ruíz, 2021, Int. J. Interact. Multim. Artif. Intell..