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Soguero Ruíz, Cristina cristina.soguero@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Actividades

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

  • Mora-Jimenez, Inmaculada
  • Tarancon-Rey, Jorge
  • alvarez-Rodriguez, Joaquin
  • Soguero-Ruiz, Cristina;

Antibiotics (p. 1-20) - 1/3/2021

10.3390/antibiotics10030239 Ver en origen

  • ISSN 20796382

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

  • Gonzalez-Serrano, Lydia
  • Talon-Ballestero, Pilar
  • Munoz-Romero, Sergio
  • Soguero-Ruiz, Cristina
  • Rojo-Alvarez, Jose Luis;

Applied Sciences-Basel (p. 1-19) - 1/1/2021

10.3390/app11010256 Ver en origen

  • ISSN 20763417

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

  • Garcia-Vicente, Clara
  • Chushig-Muzo, David
  • Mora-Jimenez, Inmaculada
  • Fabelo, Himar
  • Gram, Inger Torhild
  • Lochen, Maja-Lisa
  • Granja, Conceicao
  • Soguero-Ruiz, Cristina;
... Ver más Contraer

Applied Sciences-Basel - 1/4/2023

10.3390/app13074119 Ver en origen

  • ISSN 20763417

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

  • Vayas-Ortega, Germania
  • Soguero-Ruiz, Cristina
  • Rodriguez-Ibanez, Margarita
  • Rojo-Alvarez, Jose-Luis
  • Gimeno-Blanes, Francisco-Javier;

Applied Sciences-Basel - 1/8/2020

10.3390/app10155334 Ver en origen

  • ISSN 20763417

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

  • Vayas-Ortega, Germania
  • Soguero-Ruiz, Cristina
  • Rojo-Alvarez, Jose-Luis
  • Gimeno-Blanes, Francisco-Javier;

Applied Sciences-Basel - 1/9/2020

10.3390/app10175875 Ver en origen

  • ISSN 20763417

Interpreting clinical latent representations using autoencoders and probabilistic models

  • Chushig-Muzo, David
  • Soguero-Ruiz, Cristina
  • de Miguel-Bohoyo, Pablo
  • Mora-Jimenez, Inmaculada;

Artificial Intelligence In Medicine - 1/12/2021

10.1016/j.artmed.2021.102211 Ver en origen

  • ISSN 09333657

Visually guided classification trees for analyzing chronic patients

  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Mohedano-Munoz, Miguel A.
  • Rubio-Sanchez, Manuel
  • de Miguel-Bohoyo, Pablo
  • Sanchez, Alberto;

Bmc Bioinformatics - 11/3/2020

10.1186/s12859-020-3359-3 Ver en origen

  • ISSN 14712105

Maximizing Interpretability and Cost-Effectiveness of Surgical Site Infection (SSI) Predictive Models Using Feature-Specific Regularized Logistic Regression on Preoperative Temporal Data

  • Kocbek, Primoz
  • Fijacko, Nino
  • Soguero-Ruiz, Cristina
  • Mikalsen, Karl Oyvind
  • Maver, Uros
  • Brzan, Petra Povalej
  • Stozer, Andraz
  • Jenssen, Robert
  • Skrovseth, Stein Olav
  • Stiglic, Gregor;
... Ver más Contraer

Computational And Mathematical Methods In Medicine - 1/1/2019

10.1155/2019/2059851 Ver en origen

  • ISSN 1748670X

Using anchors from free text in electronic health records to diagnose postoperative delirium

  • Mikalsen, Karl Oyvind
  • Soguero-Ruiz, Cristina
  • Jensen, Kasper
  • Hindberg, Kristian
  • Gran, Mads
  • Revhaug, Arthur
  • Lindsetmo, Rolv-Ole
  • Skrovseth, Stein Olav
  • Godtliebsen, Fred
  • Jenssen, Robert;
... Ver más Contraer

Computer Methods And Programs In Biomedicine (p. 105-114) - 1/12/2017

10.1016/j.cmpb.2017.09.014 Ver en origen

  • ISSN 01692607

Cardiovascular risk assessment in prediabetic patients in a hypertensive population: The role of cystatin C

  • Garcia-Carretero, Rafael
  • Vigil-Medina, Luis
  • Mora-Jimenez, Inmaculada
  • Soguero-Ruiz, Cristina
  • Goya-Esteban, Rebeca
  • Ramos-Lopez, Javier
  • Barquero-Perez, Oscar;
... Ver más Contraer

Diabetes And Metabolic Syndrome: Clinical Research And Reviews (p. 625-629) - 1/9/2018

10.1016/j.dsx.2018.04.001 Ver en origen

  • ISSN 18714021

Este/a investigador/a no tiene libros.

Textural and Morphological Features for Grading Brain Cancer Images

  • Jorge Tarancón Rey
  • Alberto Fernández Comesaña
  • Cristina Soguero Ruiz
  • Inmaculada Mora Jiménez
  • Dimitris Glotsos

Hacia Una Salud Personalizada Y Universal. Xxxvii Congreso Anual De La Sociedad Española De Ingeniería Biomédica: Actas Del Congreso Caseib 2019 (p. 347-350) - 1/1/2019

  • iMarina

Mapas de correspondencias y auto-codificadores para el análisis de grupos de pacientes crónicos

  • Noemí López García
  • Cristina Soguero Ruiz
  • Isabel Caballero López-Fando
  • Angel Gómez Delgado
  • Inmaculada Mora Jiménez

Hacia Una Salud Personalizada Y Universal. Xxxvii Congreso Anual De La Sociedad Española De Ingeniería Biomédica: Actas Del Congreso Caseib 2019 (p. 423-426) - 1/1/2019

  • iMarina

Aprender haciendo y relacionando en la asignatura de Tratamiento Digital de la Imagen

  • Cristina Soguero Ruiz
  • Inmaculada Mora Jiménez

Innovación Y Transformación Digital: Estrategias Y Metodologías Docentes En Educación Superior (p. 151-162) - 1/1/2018

  • iMarina

Bootstrap Resampling Feature Selection and Support Vector Machine for Early Detection of Anastomosis Leakage

  • Soguero-Ruiz, C
  • Hindberg, K
  • Rojo-Alvarez, JL
  • Skrovseth, SO
  • Godtliebsen, F
  • Mortensen, K
  • Revhaug, A
  • Lindsetmo, RO
  • Mora-Jimenez, I
  • Augestad, KM
  • Jenssen, R
... Ver más Contraer

2014 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) (p. 577-580) - 1/1/2014

10.1109/bhi.2014.6864430 Ver en origen

Towards deep anchor learning

  • Hansen MA
  • Mikalsen KØ
  • Kampffmeyer M
  • Soguero-Ruiz C
  • Jenssen R

2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018 (p. 315-318) - 1/1/2018

10.1109/bhi.2018.8333432 Ver en origen

Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks

  • Strauman AS
  • Bianchi FM
  • Mikalsen KØ
  • Kampffmeyer M
  • Soguero-Ruiz C
  • Jenssen R

2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018 (p. 307-310) - 1/1/2018

10.1109/bhi.2018.8333430 Ver en origen

Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis

  • Soguero-Ruiz, Cristina
  • Alonso-Arteaga, Natalia
  • Munoz-Romero, Sergio
  • Luis Rojo-Alvarez, Jose
  • Rubio-Sanchez, Manuel
  • Caballero Lopez-Fajardo, Isabel
  • Mora-Jimenez, Inmaculada;
... Ver más Contraer

2020 Ieee International Conference On Bioinformatics And Biomedicine (p. 2066-2073) - 1/1/2020

10.1109/bibm49941.2020.9313218 Ver en origen

  • ISSN 21561125

On the statistical differences in the pharmacological treatment of covid-19 patients

  • Layachi WM-A
  • Sevilla-García M
  • García-Romero A
  • Soguero-Ruiz C
  • Jiménez IM

BHI 2021 - 2021 IEEE EMBS International Conference on Biomedical and Health Informatics, Proceedings - 1/1/2021

10.1109/bhi50953.2021.9508599 Ver en origen

Modelling temporal relationships in pseudomonas aeruginosa antimicrobial resistance prediction in intensive care unit

  • Hernandez-Carnerero A
  • Sanchez-Marre M
  • Mora-Jimenez I
  • Soguero-Ruiz C
  • Martinez-Aguero S
  • Alvarez-Rodriguez J

CEUR Workshop Proceedings (p. 60-67) - 1/1/2020

  • ISSN 16130073
  • iMarina

Applying LSTM networks to predict multi-drug resistance using binary multivariate clinical sequences

  • Martínez-Agüero S
  • Mora-Jiménez I
  • Alvarez-Rodriguez J
  • García-Marqués A
  • Soguero-Ruiz C

CEUR Workshop Proceedings - 1/1/2020

  • ISSN 16130073
  • iMarina

Temporal feature selection for characterizing antimicrobial multidrug resistance in the intensive care unit

  • Escudero-Arnanz O
  • Mora-Jimenez I
  • Martinez-Aguero S
  • Alvarez-Rodriguez J
  • Soguero-Ruiz C

CEUR Workshop Proceedings (p. 54-59) - 1/1/2020

  • ISSN 16130073
  • iMarina

Deal effect curve and promotional models: Using machine learning and bootstrap resampling test

  • Soguero-Ruiz C
  • Gimeno-Blanes FJ
  • Mora-Jiménez I
  • Martínez-Ruiz MP
  • Rojo-Álvarez JL

ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods (p. 537-540) - 1/1/2012

  • iMarina

THE TIME SERIES CLUSTER KERNEL

  • Mikalsen, KO
  • Bianchi, FM
  • Soguero-Ruiz, C
  • Jenssen, R

Ieee International Workshop On Machine Learning For Signal Processing, Mlsp (p. 1-6) - 1/1/2017

10.1109/mlsp.2017.8168187 Ver en origen

  • ISSN 21610371

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

Este/a investigador/a no tiene proyectos de investigación.

Unsupervised Learning Methods to Extract Clinical Knowledge of Patients with Chronic Diseases

  • Soguero Ruíz, Cristina (Codirector)
  • Mora Jiménez, Inmaculada (Director)
  • Rojo Álvarez, José Luis (Tutor) Doctorando: CRISTIAN DAVID CHUSHIG MUZO

1/4/2022

  • iMarina

VALORACIÓN DE EMPRESAS NO COTIZADAS EN BOLSA

  • GIMENO BLANES, FRANCISCO JAVIER (Codirector)
  • Soguero Ruíz, Cristina (Director)
  • Rojo Álvarez, José Luis (Tutor) Doctorando: GERMANIA ELIZABETH VAYAS ORTEGA

15/12/2020

  • iMarina

Modelo de valoración de empresas no cotizadas en bolsa

  • Cristina Soguero Ruiz (Director)
  • Francisco Javier Gimeno Blanes (Director) Doctorando: Germania Vayas Ortega

1/1/2020

  • iMarina

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 12/08/23 3:02