Inmaculada Mora-Jiménez

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 50

Top Topics

Electronic Health Records

Feature Selection

Diabetic Patients

Top Venues

Int. J. Interact. Multim. Artif. Intell.

Publications

Óscar Escudero-Arnanz, Rosa Sicilia, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Diana Lelli, Claudio Pedone, Antonio G. Marques
Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data. CBMS (2024)
Laura Teresa Martínez-Marquina, María Teresa Jurado-Camino, Isabel Caballero-López-Fando, Inmaculada Mora-Jiménez
Naïve Bayes as a Probabilistic Tool for Monitoring the Health Status of Chronic Patients. BIOSTEC (2) (2024)
Daniel Hijosa-Guzmán, María Teresa Jurado-Camino, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez
Sequential Networks for Predicting the Clinical Risk of Chronic Patients Using Drug Dispensation. BIOSTEC (2) (2024)
Sergio Martínez-Agüero, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz
Multimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-Series. CoRR (2024)
Laura Teresa Martínez-Marquina, Nuria Núñez Anglada, José Felipe Varona Arche, Inmaculada Mora-Jiménez
Naïve Bayes for Health-Status Predictive Monitoring in COVID-19: Leveraging Drugs and Diagnoses. IWBBIO (1) (2024)
Álvar Hernández-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez
Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction. Artif. Intell. Medicine 138 (2023)
María Teresa Jurado-Camino, David Chushig-Muzo, Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez
On the Use of Generative Adversarial Networks to Predict Health Status Among Chronic Patients. HEALTHINF (2023)
Óscar Escudero-Arnanz, Antonio G. Marques, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Gregorio Robles
dtwParallel: A Python package to efficiently compute dynamic time warping between time series. SoftwareX 22 (2023)
Miguel A. Mohedano-Munoz, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Manuel Rubio-Sánchez, Joaquín Álvarez-Rodríguez, Alberto Sánchez
A streaming data visualization framework for supporting decision-making in the Intensive Care Unit. Expert Syst. Appl. 227 (2023)
David Chushig-Muzo, Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez
Learning and visualizing chronic latent representations using electronic health records. BioData Min. 15 (1) (2022)
Sergio Martínez-Agüero, Cristina Soguero-Ruíz, Jose Maria Alonso-Moral, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Antonio G. Marques
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance. Future Gener. Comput. Syst. 133 (2022)
Inmaculada Mora-Jiménez, Andrés Iglesias-Rojano, Mohammed El-Yaagoubi, José Luis Rojo-Álvarez, Juan Antonio Pareja-Grande
Statistical Analysis of Color Differences on Iris Images for Supporting Cluster Headache Diagnosis. SIGMAP (2022)
Carlos Arias-Alcaide, Cristina Soguero-Ruíz, Paloma Santos-Alvarez, José Felipe Varona Arche, Inmaculada Mora-Jiménez
Local Naïve Bayes for Predicting Evolution of COVID-19 Patients on Self Organizing Maps. BIBM (2022)
David Pascual-Hernández, Nuria Oyaga de Frutos, Inmaculada Mora-Jiménez, José María Cañas Plaza
Efficient 3D human pose estimation from RGBD sensors. Displays 74 (2022)
Clara García-Vicente, David Chushig-Muzo, Inmaculada Mora-Jiménez, Himar Fabelo, Inger Torhild Gram, Maja-Lisa Løchen, Conceição Granja, Cristina Soguero-Ruíz
Clinical Synthetic Data Generation to Predict and Identify Risk Factors for Cardiovascular Diseases. Poly/DMAH@VLDB (2022)
Giancarlo Pastor, Inmaculada Mora-Jiménez, Riku Jäntti, Antonio J. Caamaño
Constructing Measures of Sparsity. IEEE Trans. Knowl. Data Eng. 34 (8) (2022)
Hugo Calero-Diaz, David Chushig-Muzo, Himar Fabelo, Inmaculada Mora-Jiménez, Conceição Granja, Cristina Soguero-Ruíz
Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients. BHI (2022)
Sergio Martínez-Agüero, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz
Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital. IEEE J. Biomed. Health Informatics 25 (12) (2021)
Amparo Alonso-Betanzos, Pedro Cabalar, Graçaliz Pereira Dimuro, Marcos García, José Hernández-Orallo, Raquel Hervás, Angeles Manjarés, Fernando Martínez-Plumed, Inmaculada Mora-Jiménez, Miquel Sànchez-Marrè
Editor's Note. Int. J. Interact. Multim. Artif. Intell. 6 (5) (2021)
Álvar Hernández-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez
Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models. Int. J. Interact. Multim. Artif. Intell. 6 (5) (2021)
Carlos Arias-Alcaide, Cristina Soguero-Ruíz, Paloma Santos-Alvarez, Adrián García-Romero, Inmaculada Mora-Jiménez
Mapping Health Trajectories on Self Organizing Maps using COVID-19 Patient's Blood Tests. BIBM (2021)
Lidia Pascual-Sánchez, Inmaculada Mora-Jiménez, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz
Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods. BIBM (2021)
David Chushig-Muzo, Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez
Interpreting clinical latent representations using autoencoders and probabilistic models. Artif. Intell. Medicine 122 (2021)
Weam Moumouh-Ait Layachi, María Sevilla-García, Adrián García-Romero, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez
On the Statistical Differences in the Pharmacological Treatment of COVID-19 Patients. BHI (2021)
David Chushig-Muzo, Cristina Soguero-Ruíz, Andries P. Engelbrecht, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez
Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps. IEEE Access 8 (2020)
Rafael García-Carretero, Luis Vigil-Medina, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Óscar Barquero-Pérez, Javier Ramos-López
Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population. Medical Biol. Eng. Comput. 58 (5) (2020)
Sergio Muñoz-Romero, Arantza Gorostiaga, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez
Informative variable identifier: Expanding interpretability in feature selection. Pattern Recognit. 98 (2020)
Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Miguel A. Mohedano-Munoz, Manuel Rubio-Sánchez, Pablo de Miguel-Bohoyo, Alberto Sánchez
Visually guided classification trees for analyzing chronic patients. BMC Bioinform. (2) (2020)
Cristina Soguero-Ruíz, Natalia Alonso-Arteaga, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Manuel Rubio-Sánchez, Isabel Caballero López-Fajardo, Inmaculada Mora-Jiménez
Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis. BIBM (2020)
Sergio Martínez-Agüero, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Antonio Garcia Marques, Cristina Soguero-Ruíz
Aplying LSTM Networks to Predict Multi-drug Resistance Using Binary Multivariate Clinical Sequences. STAIRS@ECAI (2020)
Óscar Escudero-Arnanz, Inmaculada Mora-Jiménez, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz
Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit. AAI4H@ECAI (2020)
Álvar Hernández-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez
Modelling Temporal Relationships in Pseudomonas Aeruginosa Antimicrobial Resistance Prediction in Intensive Care Unit. AAI4H@ECAI (2020)
Mohammed El-Yaagoubi, Inmaculada Mora-Jiménez, Younes Jabrane, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Juan Antonio Pareja-Grande
Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification. Inf. 11 (8) (2020)
Sergio Martínez-Agüero, Inmaculada Mora-Jiménez, Jon Lérida-García, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz
Machine Learning Techniques to Identify Antimicrobial Resistance in the Intensive Care Unit. Entropy 21 (6) (2019)
Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Javier Ramos
Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events. Medical Biol. Eng. Comput. 57 (9) (2019)
Freddy Acosta Buenaño, Inmaculada Mora-Jiménez, Gonzalo F. Olmedo, José Luis Rojo-Álvarez
Data Amount Reduction in Mosaic Image Transmission Techniques for Digital Interactive Television Applications. IEEE Access 6 (2018)
Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez
A Data-Driven Model Based on Support Vector Machine to Identify Chronic Hypertensive and Diabetic Patients. PhyCS (Selected Papers) (2018)
Cristina Soguero-Ruíz, Ana Alberca Díaz-Plaza, Pablo de Miguel-Bohoyo, Javier Ramos-López, Manuel Rubio-Sánchez, Alberto Sánchez, Inmaculada Mora-Jiménez
On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients. IWBBIO (2) (2018)
Karl Øyvind Mikalsen, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Isabel Caballero Lopez Fando, Robert Jenssen
Using multi-anchors to identify patients suffering from multimorbidities. BIBM (2018)
Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Arcadio García-Alberola, A. J. Caamano-Fernandez, Beatriz Trénor, José Luis Rojo-Álvarez
Arrhythmia Mechanism and Scaling Effect on the Spectral Properties of Electroanatomical Maps With Manifold Harmonics. IEEE Trans. Biomed. Eng. 65 (4) (2018)
Antonio G. Marques, Cristina Soguero-Ruíz, Javier Ramos, Inmaculada Mora-Jiménez, Rebeca Goya-Esteban, Rafael García-Carretero, Óscar Barquero-Pérez
Modeling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing. CinC (2017)
Freddy Acosta Buenaño, Gonzalo Fernando Olmedo Cifuentes, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez
An Improved Secure Image Transmission Technique via Mosaic Images by Nearly Reversible Color Transformations. SIGMAP (2017)
Javier Fernández-Sánchez, Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Francisco Javier Rivas-Flores, Ángel Gómez-Delgado, Francisco Javier Gutiérrez-Expósito, Inmaculada Mora-Jiménez
Clinical Risk Groups Analysis for Chronic Hypertensive Patients in Terms of ICD9-CM Diagnosis Codes. PhyCS (2017)
Óscar Barquero-Pérez, Carlos Figuera, Rebeca Goya-Esteban, Inmaculada Mora-Jiménez, Francisco Javier Gimeno-Blanes, Pablo Laguna, Juan Pablo Martínez, Eduardo Gil, Leif Sörnmo, Arcadio García-Alberola, José Luis Rojo-Álvarez
On the Influence of Heart Rate and Coupling Interval Prematurity on Heart Rate Turbulence. IEEE Trans. Biomed. Eng. 64 (2) (2017)
Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Antonio G. Marques, Javier Ramos
L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients. CinC (2017)
Fernando Lozano-Fernández, Inmaculada Mora-Jiménez, Margarita Sanromán-Junquera, Sergio Muñoz-Romero, Arcadio García-Alberola, José Luis Rojo-Álvarez
Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts. CinC (2016)
Cristina Soguero-Ruíz, Kristian Hindberg, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez, Stein Olav Skrøvseth, Fred Godtliebsen, Kim Mortensen, Arthur Revhaug, Rolv-Ole Lindsetmo, Knut Magne Augestad, Robert Jenssen
Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods. J. Biomed. Informatics 61 (2016)
Sergio Muñoz-Romero, Margarita Sanromán-Junquera, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Raúl Caulier-Cisterna, Javier Moreno-Planas, Jorge García-Quintanilla, Arcadi García-Alberola, José Luis Rojo-Álvarez
An Approach to New Methods for Digital Processing on Optical Mapping Sequences and Electrical Mapping. CinC (2016)
Giancarlo Pastor, Inmaculada Mora-Jiménez, Antonio J. Caamaño, Riku Jäntti
Asymptotic Expansions for Heavy-Tailed Data. IEEE Signal Process. Lett. 23 (4) (2016)
Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Arcadio García-Alberola, Antonio Caamaño-Fernández, José Luis Rojo-Álvarez
Influence of Normalization on the Analysis of Electroanatomical Maps with Manifold Harmonics. IWBBIO (2016)
Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Arcadio García-Alberola, José Luis Rojo-Álvarez
Spectral Analysis of Electroanatomical Maps for Spatial Bandwidth Estimation as Support to Ablation. CinC (2015)
Cristina Soguero-Ruíz, Fei Wang, Robert Jenssen, Knut Magne Augestad, José Luis Rojo-Álvarez, Inmaculada Mora-Jiménez, Rolv-Ole Lindsetmo, Stein Olav Skrøvseth
Data-driven Temporal Prediction of Surgical Site Infection. AMIA (2015)
Eduardo del Arco-Fernández-Cano, Eduardo Morgado, Mihaela I. Chidean, Julio Ramiro-Bargueno, Inmaculada Mora-Jiménez, Antonio J. Caamaño
Sparse Vehicular Sensor Networks for Traffic Dynamics Reconstruction. IEEE Trans. Intell. Transp. Syst. 16 (5) (2015)
Margarita Sanromán-Junquera, Raquel Díaz-Valencia, Arcadio García-Alberola, José Luis Rojo-Álvarez, Inmaculada Mora-Jiménez
Effect of Interpolation on Electroanatomical Mapping. CinC (2015)
Giancarlo Pastor, Inmaculada Mora-Jiménez, Antonio J. Caamaño, Riku Jäntti
Log-cumulant matching approximation of heavy-tailed-distributed aggregate interference. ICC (2015)
Cristina Soguero-Ruíz, Alfonso Sánchez-Caro, Inmaculada Mora-Jiménez, Luis Lechuga-Suárez, Arcadi García-Alberola, José Luis Rojo-Álvarez
Web Application for Data Exchange and Follow-up in Heart Rate Turbulence. CinC (2015)
José María Lillo-Castellano, Inmaculada Mora-Jiménez, Rafael Moreno-González, María Monserrat-García-de-Pablo, Arcadi García-Alberola, José Luis Rojo-Álvarez
Big-Data Analytics for Arrhythmia Classification using Data Compression and Kernel Methods. CinC (2015)
Alfonso Sánchez-Caro, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Luis Lechuga-Suárez, Javier Ramos-López, Arcadio García-Alberola, Pablo Serrano-Balazote, José Luis Rojo-Álvarez
Towards Semantic Interoperability for Cardiovascular Risk Stratification into the Electronic Health Records Using Archetypes and SNOMED-CT. CinC (2014)
Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez
Statistical nonlinear analysis for reliable promotion decision-making. Digit. Signal Process. 33 (2014)
Giancarlo Pastor, Inmaculada Mora-Jiménez, Antonio J. Caamaño, Riku Jaentti
Log-cumulants-based Edgeworth expansion for skew-distributed aggregate interference. ISWCS (2014)
Cristina Soguero-Ruíz, Kristian Hindberg, José Luis Rojo-Álvarez, Stein Olav Skrøvseth, Fred Godtliebsen, Kim Mortensen, Arthur Revhaug, Rolv-Ole Lindsetmo, Inmaculada Mora-Jiménez, Knut Magne Augestad, Robert Jenssen
Bootstrap resampling feature selection and Support Vector Machine for early detection of Anastomosis Leakage. BHI (2014)
Juan Francisco Martín-García, Inmaculada Mora-Jiménez, Arcadio García-Alberola, José Luis Rojo-Álvarez
Cardiac Arrhythmia Discrimination using Evolutionary Computation. CinC (2014)
Óscar Barquero-Pérez, Rebeca Goya-Esteban, Carlos Figuera, Inmaculada Mora-Jiménez, Arcadi García-Alberola, José Luis Rojo-Álvarez
Physiological Feature Analysis in Heart Rate Turbulence using LASSO Model. CinC (2013)
Giancarlo Pastor, Inmaculada Mora-Jiménez, Antonio J. Caamaño, Riku Jaentti
Medium Access Probability in Uniform Networks with General Propagation Models. ISWCS (2013)
Cristina Soguero-Ruíz, Luis Lechuga-Suárez, Inmaculada Mora-Jiménez, Javier Ramos-López, Óscar Barquero-Pérez, Arcadi García-Alberola, José Luis Rojo-Álvarez
Ontology for Heart Rate Turbulence Domain From The Conceptual Model of SNOMED-CT. IEEE Trans. Biomed. Eng. 60 (7) (2013)
Giancarlo Pastor, Inmaculada Mora-Jiménez, Riku Jaentti, Antonio J. Caamaño
Sparsity-Based Criteria for Entropy Measures. ISWCS (2013)
Carlos Figuera, José Luis Rojo-Álvarez, Mark Richard Wilby, Inmaculada Mora-Jiménez, Antonio J. Caamaño
Advanced support vector machines for 802.11 indoor location. Signal Process. 92 (9) (2012)
Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez
Deal Effect Curve and Promotional Models - Using Machine Learning and Bootstrap Resampling Test. ICPRAM (2) (2012)
Giancarlo Pastor, Inmaculada Mora-Jiménez, Eduardo Morgado, Antonio J. Caamaño
Message-passing algorithms for link monitoring. ISWCS (2012)
Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez
On the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison. Expert Syst. Appl. 39 (17) (2012)
Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Antonio J. Caamaño, J. Almendral, Felipe Alonso Atienza, L. Castilla, Arcadi García-Alberola, José Luis Rojo-Álvarez
Digital recovery of biomedical signals from binary images. Signal Process. 92 (1) (2012)
Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez
On the differential benchmarking of promotional efficiency with machine learning modelling (II): Practical applications. Expert Syst. Appl. 39 (17) (2012)
Carlos Figuera, José Luis Rojo-Álvarez, Inmaculada Mora-Jiménez, Alicia Guerrero-Curieses, Mark Richard Wilby, Javier Ramos-López
Time-Space Sampling and Mobile Device Calibration for WiFi Indoor Location Systems. IEEE Trans. Mob. Comput. 10 (7) (2011)
Eduardo Morgado, Inmaculada Mora-Jiménez, Juan J. Vinagre, Javier Ramos, Antonio J. Caamaño
End-to-End Average BER in Multihop Wireless Networks over Fading Channels. IEEE Trans. Wirel. Commun. 9 (8) (2010)
Rebeca Goya-Esteban, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez, Óscar Barquero-Pérez, Francisco J. Pastor-Pérez, Sergio Manzano-Fernández, Domingo A. Pascual-Figal, Arcadi García-Alberola
Heart Rate Variability on 7-Day Holter Monitoring Using a Bootstrap Rhythmometric Procedure. IEEE Trans. Biomed. Eng. 57 (6) (2010)
Carlos Figuera, Inmaculada Mora-Jiménez, Alicia Guerrero-Curieses, José Luis Rojo-Álvarez, Estrella Everss, Mark Richard Wilby, Javier Ramos-López
Nonparametric Model Comparison and Uncertainty Evaluation for Signal Strength Indoor Location. IEEE Trans. Mob. Comput. 8 (9) (2009)
Inmaculada Mora-Jiménez, Jesús Cid-Sueiro
A universal learning rule that minimizes well-formed cost functions. IEEE Trans. Neural Networks 16 (4) (2005)