Cristina Soguero-Ruiz

All papers authored by Cristina Soguero-Ruiz

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2024 David Chushig-Muzo

, Hugo Calero-Díaz, Francisco J. Lara-Abelenda, Vanesa Gómez-Martínez, Conceição Granja, Cristina Soguero-Ruiz

Interpretable data-driven approach based on feature selection methods and GAN-based models for cardiovascular risk prediction in diabetic patients

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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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Margarita Rodríguez-Ibáñez

, Cristina Soguero-Ruiz

, Francisco-Javier Gimeno-Blanes

, José-Luis Rojo-Álvarez

Opening the 21st Century Technologies to Industries: On the Special Issue Machine Learning for Society

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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

, David Chushig-Muzo

, Himar Fabelo

, Inmaculada Mora-Jiménez

, Inger Torhild Gram

, Conceição Granja

, Maja-Lisa Løchen

, Cristina Soguero-Ruiz

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

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2022 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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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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Alicia Hernández, Pablo Robles de Zulueta, Emanuela Spagnolo

, Cristina Soguero

, Ignacio Cristobal

, Isabel Pascual, Ana López

, David Ramiro-Cortijo

Deep Learning to Measure the Intensity of Indocyanine Green in Endometriosis Surgeries with Intestinal Resection

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Hugo Calero-Díaz

, David Chushig-Muzo

, Cristina Soguero-Ruiz

Characterizing Cardiovascular Risk Through Unsupervised and Interpretable Techniques

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Antonio J. Rodriguez-Almeida

, Himar Fabelo

, Samuel Ortega

, Alejandro Deniz, Francisco J. Balea-Fernandez, Eduardo Quevedo

, Cristina Soguero-Ruiz

, Ana M. Wagner, Gustavo M. Callico

Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets

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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 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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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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Inmaculada Mora-Jiménez

, Jorge Tarancón-Rey, Joaquín Álvarez-Rodríguez

, Cristina Soguero-Ruiz

Artificial Intelligence to Get Insights of Multi-Drug Resistance Risk Factors during the First 48 Hours from ICU Admission

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2020 Lydia González-Serrano

, Pilar Talón-Ballestero

, Sergio Muñoz-Romero

, Cristina Soguero-Ruiz

, José Luis Rojo-Álvarez

A Big Data Approach to Customer Relationship Management Strategy in Hospitality Using Multiple Correspondence Domain Description

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Germania Vayas-Ortega

, Cristina Soguero-Ruiz

, José-Luis Rojo-Álvarez

, Francisco-Javier Gimeno-Blanes

On the Differential Analysis of Enterprise Valuation Methods as a Guideline for Unlisted Companies Assessment (I): Empowering Discounted Cash Flow Valuation

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Germania Vayas-Ortega

, Cristina Soguero-Ruiz

, Margarita Rodríguez-Ibáñez

, José-Luis Rojo-Álvarez

, Francisco-Javier Gimeno-Blanes

On the Differential Analysis of Enterprise Valuation Methods as a Guideline for Unlisted Companies Assessment (II): Applying Machine-Learning Techniques for Unbiased Enterprise Value Assessment

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David Chushig-Muzo

, Pablo de Miguel Bohoyo, Cristina Soguero-Ruiz

, Andries P. Engelbrecht, Inmaculada Mora-Jimenez

Data-driven visual characterization of patient health-status using electronic health records and self-organizing maps

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2019 Rafael Garcia-Carretero

, Oscar Barquero-Perez, Inmaculada Mora-Jimenez

, Cristina Soguero-Ruiz

, Rebeca Goya-Esteban, Javier Ramos-Lopez

Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events

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R. García-Carretero, O. Barquero-Pérez, I. Mora-Jiménez

, C. Soguero-Ruiz

, R. Goya-Esteban, C. Rodríguez-Castro, J. Ramos-López

Prevalencia y características clínicas de la esteatohepatitis no alcohólica en una población con hipertensión arterial esencial

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All papers authored by Cristina Soguero-Ruiz