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Sergio Martínez-Agüero
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Machine learning techniques to identify antimicrobial resistance in the intensive care unit
S Martínez-Agüero, I Mora-Jiménez, J Lérida-García, J Álvarez-Rodríguez, ...
Entropy 21 (6), 603, 2019
422019
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance
S Martínez-Agüero, C Soguero-Ruiz, JM Alonso-Moral, I Mora-Jiménez, ...
Future Generation Computer Systems 133, 68-83, 2022
182022
Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction
À Hernàndez-Carnerero, M Sànchez-Marrè, I Mora-Jiménez, ...
Artificial intelligence in medicine 138, 102508, 2023
62023
Predicting multidrug resistance using temporal clinical data and machine learning methods
L Pascual-Sánchez, I Mora-Jiménez, S Martínez-Agüero, ...
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021
62021
Modelling temporal relationships in pseudomonas aeruginosa antimicrobial resistance prediction in intensive care unit
A Hernández Carnerero, M Sànchez-Marrè, I Mora Jiménez, ...
Proceedings of the First International AAI4H, Advances in Artificial …, 2020
62020
Antimicrobial resistance prediction in intensive care unit for pseudomonas aeruginosa using temporal data-driven models
À Hernàndez-Carnerero, M Sànchez-Marrè, I Mora-Jiménez, ...
International Journal of Interactive Multimedia and Artificial Intelligence …, 2021
52021
Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit.
Ó Escudero-Arnanz, I Mora-Jiménez, S Martínez-Agüero, ...
AAI4H@ ECAI, 54-59, 2020
52020
Data and network analytics for COVID-19 ICU patients: a case study for a Spanish Hospital
S Martínez-Agüero, AG Marques, I Mora-Jiménez, J Álvarez-Rodríguez, ...
IEEE Journal of Biomedical and Health Informatics 25 (12), 4340-4353, 2021
42021
Aplying LSTM Networks to Predict Multi-drug Resistance Using Binary Multivariate Clinical Sequences.
S Martínez-Agüero, I Mora-Jiménez, J Álvarez-Rodríguez, AG Marques, ...
STAIRS@ ECAI, 2020
42020
Multimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-Series
S Martínez-Agüero, AG Marques, I Mora-Jiménez, J Alvárez-Rodríguez, ...
arXiv preprint arXiv:2402.06295, 2024
2024
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Articles 1–10