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Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models
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Prevention of Ventilator-Associated Pneumonia: The Multimodal Approach of the Spanish ICU "Pneumonia Zero" Program
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Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance
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Extracorporeal membrane oxygenation (ECMO) and beyond in near fatal asthma: A comprehensive review
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A streaming data visualization framework for supporting decision-making in the Intensive Care Unit
Mohedano-Munoz, Miguel A., Soguero-Ruiz, Cristina, Mora-Jiménez, Inmaculada, Rubio-Sánchez, Manuel, Álvarez-Rodríguez, Joaquín, Sanchez, Alberto
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Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction
Hernàndez-Carnerero, Àlvar, Sànchez-Marrè, Miquel, Mora-Jiménez, Inmaculada, Soguero-Ruiz, Cristina, Martínez-Agüero, Sergio, Álvarez-Rodríguez, Joaquín
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Urine urea nitrogen and 90 days mortality in long-stay critically ill patients on mechanical ventilation receiving enteral nutrition
Alonso, Clara Vaquerizo, Cuero, Gema Díaz, Del Verbo, Gema Arellano, Domínguez, Paula Taboada, Rodríguez, Joaquín Álvarez
Published in Journal of critical care (01.06.2024)
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Validity of the current risk assessment scale for pressure ulcers in intensive care (EVARUCI) and the Norton-MI scale in critically ill patients
Lospitao-Gómez, Sara, Sebastián-Viana, Tomás, González-Ruíz, José M., Álvarez-Rodríguez, Joaquín
Published in Applied nursing research (01.12.2017)
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Incidence and prognosis of ventilator-associated tracheobronchitis (TAVeM): a multicentre, prospective, observational study
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Published in The lancet respiratory medicine (01.11.2015)
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Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients
Escudero-Arnanz, Óscar, Soguero-Ruiz, Cristina, Álvarez-Rodríguez, Joaquín, Marques, Antonio G
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Published in Medicina clínica (01.07.2010)
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Perception of safety culture in Spanish intensive care units
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On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit
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Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients
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Published in arXiv.org (24.07.2024)
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Published in arXiv.org (24.07.2024)
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On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit
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Published in arXiv.org (07.07.2021)
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Published in arXiv.org (07.07.2021)
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Multimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-Series
Martínez-Agüero, Sergio, Marques, Antonio G, Mora-Jiménez, Inmaculada, Alvárez-Rodríguez, Joaquín, Soguero-Ruiz, Cristina
Year of Publication 09.02.2024
Year of Publication 09.02.2024
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