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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

Publications

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 View at source

  • 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 View at source

  • 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;
... View more Collapse

Applied Sciences-Basel - 1/4/2023

10.3390/app13074119 View at source

  • 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 View at source

  • 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 View at source

  • 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 View at source

  • 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 View at source

  • 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;
... View more Collapse

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

10.1155/2019/2059851 View at source

  • 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;
... View more Collapse

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

10.1016/j.cmpb.2017.09.014 View at source

  • 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;
... View more Collapse

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

10.1016/j.dsx.2018.04.001 View at source

  • ISSN 18714021

This researcher has no books.

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
... View more Collapse

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

10.1109/bhi.2014.6864430 View at source

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 View at source

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 View at source

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;
... View more Collapse

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

10.1109/bibm49941.2020.9313218 View at source

  • 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 View at source

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 View at source

  • ISSN 21610371

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

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

This researcher has no patents or software licenses.

Last data update: 8/12/23 3:02 AM