Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models
Hernàndez-Carnerero, Àlvar, Sànchez-Marrè, Miquel, Mora-Jiménez, Inmaculada, Soguero-Ruiz, Cristina, Martínez-Agüero, Sergio, Álvarez-Rodríguez, Joaquín
Published in International journal of interactive multimedia and artificial intelligence (01.03.2021)
Published in International journal of interactive multimedia and artificial intelligence (01.03.2021)
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Journal Article
Implantable Defibrillator Electrograms and Origin of Left Ventricular Impulses: An Analysis of Regionalization Ability and Visual Spatial Resolution
ALMENDRAL, JESÚS, ATIENZA, FELIPE, EVERSS, ESTRELLA, CASTILLA, LORETO, GONZALEZ-TORRECILLA, ESTEBAN, ORMAETXE, JOSÉ, ARENAL, ANGEL, ORTIZ, MERCEDES, SANROMÁN-JUNQUERA, MARGARITA, MORA-JIMÉNEZ, INMACULADA, BELLON, JOSÉ M., ROJO, JOSÉ L.
Published in Journal of cardiovascular electrophysiology (01.05.2012)
Published in Journal of cardiovascular electrophysiology (01.05.2012)
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Journal Article
Evaluation of Synthetic Categorical Data Generation Techniques for Predicting Cardiovascular Diseases and Post-Hoc Interpretability of the Risk Factors
García-Vicente, Clara, Chushig-Muzo, David, Mora-Jiménez, Inmaculada, Fabelo, Himar, Gram, Inger Torhild, Løchen, Maja-Lisa, Granja, Conceição, Soguero-Ruiz, Cristina
Published in Applied sciences (01.03.2023)
Published in Applied sciences (01.03.2023)
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Journal Article
Automatic supporting system for regionalization of ventricular tachycardia exit site in implantable defibrillators
Sanromán-Junquera, Margarita, Mora-Jiménez, Inmaculada, Almendral, Jesús, García-Alberola, Arcadio, Rojo-Álvarez, José Luis
Published in PloS one (24.04.2015)
Published in PloS one (24.04.2015)
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Journal Article
Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification
El-Yaagoubi, Mohammed, Mora-Jiménez, Inmaculada, Jabrane, Younes, Muñoz-Romero, Sergio, Rojo-Álvarez, José Luis, Pareja-Grande, Juan Antonio
Published in Information (Basel) (01.08.2020)
Published in Information (Basel) (01.08.2020)
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Journal Article
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance
Martínez-Agüero, Sergio, Soguero-Ruiz, Cristina, Alonso-Moral, Jose M., Mora-Jiménez, Inmaculada, Álvarez-Rodríguez, Joaquín, Marques, Antonio G.
Published in Future generation computer systems (01.08.2022)
Published in Future generation computer systems (01.08.2022)
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Journal Article
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
Published in Expert systems with applications (01.10.2023)
Published in Expert systems with applications (01.10.2023)
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Journal Article
Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population
Garcia-Carretero, Rafael, Vigil-Medina, Luis, Mora-Jimenez, Inmaculada, Soguero-Ruiz, Cristina, Barquero-Perez, Oscar, Ramos-Lopez, Javier
Published in Medical & biological engineering & computing (01.05.2020)
Published in Medical & biological engineering & computing (01.05.2020)
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Journal Article
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
Published in Artificial intelligence in medicine (01.04.2023)
Published in Artificial intelligence in medicine (01.04.2023)
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Journal Article
Efficient 3D human pose estimation from RGBD sensors
Pascual-Hernández, David, Oyaga de Frutos, Nuria, Mora-Jiménez, Inmaculada, Cañas-Plaza, José María
Published in Displays (01.09.2022)
Published in Displays (01.09.2022)
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Journal Article
End-to-End Average BER in Multihop Wireless Networks over Fading Channels
Morgado, E, Mora-Jimenez, I, Vinagre, J J, Ramos, J, Caamano, A J
Published in IEEE transactions on wireless communications (01.08.2010)
Published in IEEE transactions on wireless communications (01.08.2010)
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Journal Article
Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods
Soguero-Ruiz, Cristina, Hindberg, Kristian, Mora-Jiménez, Inmaculada, Rojo-Álvarez, José Luis, Skrøvseth, Stein Olav, Godtliebsen, Fred, Mortensen, Kim, Revhaug, Arthur, Lindsetmo, Rolv-Ole, Augestad, Knut Magne, Jenssen, Robert
Published in Journal of biomedical informatics (01.06.2016)
Published in Journal of biomedical informatics (01.06.2016)
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Journal Article
On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients
Soguero-Ruiz, Cristina, Alberca Díaz-Plaza, Ana, Bohoyo, Pablo de Miguel, Ramos-López, Javier, Rubio-Sánchez, Manuel, Sánchez, Alberto, Mora-Jiménez, Inmaculada
Published in Bioinformatics and Biomedical Engineering (2018)
Published in Bioinformatics and Biomedical Engineering (2018)
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