Inmaculada Mora Jimenez

All papers authored by Inmaculada Mora Jimenez

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2023 Miguel A. Mohedano-Munoz

, Cristina Soguero-Ruiz

, Inmaculada Mora-Jiménez

, Manuel Rubio-Sánchez

, Joaquín Álvarez-Rodríguez, Alberto Sanchez

A streaming data visualization framework for supporting decision-making in the Intensive Care Unit

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Óscar Escudero-Arnanz

, Antonio G. Marques, Cristina Soguero-Ruiz, Inmaculada Mora-Jiménez

, Gregorio Robles

dtwParallel: A Python package to efficiently compute dynamic time warping between time series

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Àlvar Hernàndez-Carnerero

, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez

, Cristina Soguero-Ruiz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez

Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction

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Clara García-Vicente

, Cristina Soguero-Ruiz

, David Chushig-Muzo

, Himar Fabelo

, Inger Torhild Gram

, Inmaculada Mora-Jiménez

, Conceição Granja

, Maja-Lisa Løchen

Evaluation of Synthetic Categorical Data Generation Techniques for Predicting Cardiovascular Diseases and Post-Hoc Interpretability of the Risk Factors

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Inmaculada Mora Jimenez

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies

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2022 Carlos Arias-Alcaide, Cristina Soguero-Ruiz, Paloma Santos-Alvarez, Jose Felipe Varona Arche, Inmaculada Mora-Jimenez

Local Naïve Bayes for Predicting Evolution of COVID-19 Patients on Self Organizing Maps

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Hugo Calero-Diaz, David Chushig-Muzo, Himar Fabelo, Inmaculada Mora-Jimenez

, Conceicao Granja, Cristina Soguero-Ruiz

Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients

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David Chushig-Muzo

, Cristina Soguero-Ruiz, Pablo de Miguel Bohoyo, Inmaculada Mora-Jiménez

Learning and visualizing chronic latent representations using electronic health records

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David Pascual-Hernández

, Nuria Oyaga de Frutos

, Inmaculada Mora-Jiménez

, José María Cañas-Plaza

Efficient 3D human pose estimation from RGBD sensors

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Sergio Martínez-Agüero, Cristina Soguero-Ruiz

, Jose M. 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

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C. Arias Alcaide, C. Soguero Ruiz, P. Santos Álvarez, A. García Romero, I. Mora Jiménez

Health Status Monitoring of COVID-19 Patient's through Blood Tests and Naïve-Bayes

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Inmaculada Mora-Jiménez

, Andrés Iglesias-Rojano, Mohammed El-Yaagoubi, José Rojo-Álvarez, Juan Pareja-Grande

Statistical Analysis of Color Differences on Iris Images for Supporting Cluster Headache Diagnosis

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Clara García-Vicente

, David Chushig-Muzo

, Inmaculada Mora-Jiménez

, Himar Fabelo

, Inger Torhild Gram

, Maja-Lisa Løchen

, Conceição Granja

, Cristina Soguero-Ruiz

Clinical Synthetic Data Generation to Predict and Identify Risk Factors for Cardiovascular Diseases

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2021 Carlos Arias-Alcaide, Cristina Soguero-Ruiz, Paloma Santos-Alvarez, Adrian Garcia-Romero, Inmaculada Mora-Jimenez

Mapping Health Trajectories on Self Organizing Maps using COVID-19 Patient’s Blood Tests

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Lidia Pascual-Sanchez, Inmaculada Mora-Jimenez

, Sergio Martinez-Aguero, Joaquin Alvarez-Rodriguez, Cristina Soguero-Ruiz

Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods

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Sergio Martinez-Aguero, Antonio G. Marques

, Inmaculada Mora-Jimenez

, Joaquin Alvarez-Rodriguez, Cristina Soguero-Ruiz

Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital

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H. Calero Díaz, I. Mora Jiménez

, H. Fabelo, Callico Gm, Wägner Am, C. Granja, van Dijk Pr, C. Soguero Ruiz

Machine Learning to Determine Physical Activity using Glucose Level Monitoring in People with type 1 Diabetes Mellitus

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David Chushig-Muzo, Cristina Soguero-Ruiz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez

Interpreting clinical latent representations using autoencoders and probabilistic models

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Weam Moumouh-Ait Layachi, Maria Sevilla-Garcia, Adrian Garcia-Romero, Cristina Soguero-Ruiz, Inmaculada Mora Jimenez

On the Statistical Differences in the Pharmacological Treatment of COVID-19 Patients

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Rafael Garcia Carretero

, Luis Vigil-Medina, Oscar Barquero-Perez, Inmaculada Mora-Jimenez

, Cristina Soguero-Ruiz, Javier Ramos-Lopez

Machine learning approaches to constructing predictive models of vitamin D deficiency in a hypertensive population: a comparative study

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All papers authored by Inmaculada Mora Jimenez