Publications by authors named "Inmaculada Mora-Jimenez"

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Multimodal interpretable data-driven models for early prediction of multidrug resistance using multivariate time series.
Óscar Escudero-Arnanz, Sergio Martínez-Agüero, Paula Martín-Palomeque, Antonio G Marques, Inmaculada Mora-Jiménez

Health Inf Sci Syst· December 2025

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Early detection of Multidrug Resistance using Multivariate Time Series analysis and interpretable patient-similarity representations.
Óscar Escudero-Arnanz, Antonio G Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruiz

Comput Methods Programs Biomed· October 2025

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Active learning and margin strategies for arrhythmia classification in implantable devices.
José-María Lillo-Castellano, Inmaculada Mora-Jiménez, María Martín-Méndez, Laia Cerdá, Arcadi García-Alberola

Comput Biol Med· April 2025

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Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction.
Àlvar Hernàndez-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruiz, Sergio Martínez-Agüero

Artif Intell Med· April 2023

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Learning and visualizing chronic latent representations using electronic health records.
David Chushig-Muzo, Cristina Soguero-Ruiz, Pablo de Miguel Bohoyo, Inmaculada Mora-Jiménez

BioData Min· September 2022

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Machine learning approaches to constructing predictive models of vitamin D deficiency in a hypertensive population: a comparative study.
Rafael Garcia Carretero, Luis Vigil-Medina, Oscar Barquero-Perez, Inmaculada Mora-Jimenez, Cristina Soguero-Ruiz

Inform Health Soc Care· December 2021

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Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital.
Sergio Martinez-Aguero, Antonio G Marques, Inmaculada Mora-Jimenez, Joaquin Alvarez-Rodriguez, Cristina Soguero-Ruiz

IEEE J Biomed Health Inform· December 2021

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Interpreting clinical latent representations using autoencoders and probabilistic models.
David Chushig-Muzo, Cristina Soguero-Ruiz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez

Artif Intell Med· December 2021

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Artificial Intelligence to Get Insights of Multi-Drug Resistance Risk Factors during the First 48 Hours from ICU Admission.
Inmaculada Mora-Jiménez, Jorge Tarancón-Rey, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruiz

Antibiotics (Basel)· February 2021

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Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population.
Rafael Garcia-Carretero, Luis Vigil-Medina, Inmaculada Mora-Jimenez, Cristina Soguero-Ruiz, Oscar Barquero-Perez

Med Biol Eng Comput· May 2020

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Logistic LASSO and Elastic Net to Characterize Vitamin D Deficiency in a Hypertensive Obese Population.
Rafael Garcia-Carretero, Luis Vigil-Medina, Oscar Barquero-Perez, Inmaculada Mora-Jimenez, Cristina Soguero-Ruiz

Metab Syndr Relat Disord· March 2020

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Visually guided classification trees for analyzing chronic patients.
Cristina Soguero-Ruiz, Inmaculada Mora-Jiménez, Miguel A Mohedano-Munoz, Manuel Rubio-Sanchez, Pablo de Miguel-Bohoyo

BMC Bioinformatics· March 2020

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Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events.
Rafael Garcia-Carretero, Oscar Barquero-Perez, Inmaculada Mora-Jimenez, Cristina Soguero-Ruiz, Rebeca Goya-Esteban

Med Biol Eng Comput· September 2019

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Machine Learning Techniques to Identify Antimicrobial Resistance in the Intensive Care Unit.
Sergio Martínez-Agüero, Inmaculada Mora-Jiménez, Jon Lérida-García, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruiz

Entropy (Basel)· June 2019

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Cardiovascular risk assessment in prediabetic patients in a hypertensive population: The role of cystatin C.
Rafael Garcia-Carretero, Luis Vigil-Medina, Inmaculada Mora-Jimenez, Cristina Soguero-Ruiz, Rebeca Goya-Esteban

Diabetes Metab Syndr· September 2018

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Data-driven Temporal Prediction of Surgical Site Infection.
Cristina Soguero-Ruiz, Wang M E Fei, Robert Jenssen, Knut Magne Augestad, José-Luis Rojo Álvarez

AMIA Annu Symp Proc· April 2018

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Arrhythmia Mechanism and Scaling Effect on the Spectral Properties of Electroanatomical Maps With Manifold Harmonics.
Margarita Sanroman-Junquera, Inmaculada Mora-Jimenez, Arcadio Garcia-Alberola, Antonio J Caamano, Beatriz Trenor

IEEE Trans Biomed Eng· April 2018

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An Interoperable System toward Cardiac Risk Stratification from ECG Monitoring.
Cristina Soguero-Ruiz, Inmaculada Mora-Jiménez, Javier Ramos-López, Teresa Quintanilla Fernández, Antonio García-García

Int J Environ Res Public Health· March 2018

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On the Influence of Heart Rate and Coupling Interval Prematurity on Heart Rate Turbulence.
Oscar Barquero-Perez, Carlos Figuera, Rebeca Goya-Esteban, Inmaculada Mora-Jimenez, Francisco Javier Gimeno-Blanes

IEEE Trans Biomed Eng· February 2017

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Safety threshold of R-wave amplitudes in patients with implantable cardioverter defibrillator.
J M Lillo-Castellano, Manuel Marina-Breysse, Alfonso Gómez-Gallanti, J B Martínez-Ferrer, Javier Alzueta

Heart· October 2016

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Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods.
Cristina Soguero-Ruiz, Kristian Hindberg, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez, Stein Olav Skrøvseth

J Biomed Inform· June 2016

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Automatic supporting system for regionalization of ventricular tachycardia exit site in implantable defibrillators.
Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Jesús Almendral, Arcadio García-Alberola, José Luis Rojo-Álvarez

PLoS One· January 2016

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Ontology for heart rate turbulence domain from the conceptual model of SNOMED-CT.
Cristina Soguero-Ruiz, Luis Lechuga-Suárez, Inmaculada Mora-Jiménez, Javier Ramos-López, Óscar Barquero-Pérez

IEEE Trans Biomed Eng· July 2013

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Implantable defibrillator electrograms and origin of left ventricular impulses: an analysis of regionalization ability and visual spatial resolution.
Jesús Almendral, Felipe Atienza, Estrella Everss, Loreto Castilla, Esteban Gonzalez-Torrecilla

J Cardiovasc Electrophysiol· May 2012

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Heart rate variability on 7-day Holter monitoring using a bootstrap rhythmometric procedure.
Rebeca Goya-Esteban, Inmaculada Mora-Jiménez, José Luis Rojo-Alvarez, Oscar Barquero-Pérez, Francisco J Pastor-Pérez

IEEE Trans Biomed Eng· June 2010

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