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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

KERNEL COVARIANCE SERIES SMOOTHING

  • Soguero-Ruiz, C
  • Jenssen, R

Ieee International Workshop On Machine Learning For Signal Processing, Mlsp - 1/1/2015

10.1109/mlsp.2015.7324380 View at source

  • ISSN 21610371

Support Vector Feature Selection for Early Detection of Anastomosis Leakage From Bag-of-Words in Electronic Health Records

  • Soguero-Ruiz, Cristina
  • Hindberg, Kristian
  • Luis Rojo-Alvarez, Jose
  • Skrovseth, Stein Olav
  • Godtliebsen, Fred
  • Mortensen, Kim
  • Revhaug, Arthur
  • Lindsetmo, Rolv-Ole
  • Augestad, Knut Magne
  • Jenssen, Robert;
... View more Collapse

Ieee Journal Of Biomedical And Health Informatics (p. 1404-1415) - 1/9/2016

10.1109/jbhi.2014.2361688 View at source

  • ISSN 21682208

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

  • 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

Lecture Notes In Computer Science (p. 75-91) - 1/1/2022

10.1007/978-3-031-23905-2_6 View at source

  • ISSN 03029743

On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients

  • Soguero-Ruiz, Cristina
  • Alberca Diaz-Plaza, Ana
  • de Miguel Bohoyo, Pablo
  • Ramos-Lopez, Javier
  • Rubio-Sanchez, Manuel
  • Sanchez, Alberto
  • Mora-Jimenez, Inmaculada;
... View more Collapse

Lecture Notes In Computer Science (p. 135-148) - 1/1/2019

10.1007/978-3-319-78759-6_14 View at source

  • ISSN 03029743

A data-driven model based on support vector machine to identify chronic hypertensive and diabetic patients

  • Soguero-Ruiz C
  • de Miguel-Bohoyo P
  • Mora-Jiménez I

Lecture Notes In Computer Science (p. 110-129) - 1/1/2019

10.1007/978-3-030-27950-9_7 View at source

  • ISSN 03029743

Characterizing Cardiovascular Risk Through Unsupervised and Interpretable Techniques

  • Calero-Diaz, Hugo
  • Chushig-Muzo, David
  • Soguero-Ruiz, Cristina;

Lecture Notes In Computer Science (p. 22-30) - 1/1/2022

10.1007/978-3-031-21753-1_3 View at source

  • ISSN 03029743

Clinical Risk Groups Analysis for Chronic Hypertensive Patients in Terms of ICD9-CM Diagnosis Codes

  • Fernandez-Sanchez, Javier
  • Soguero-Ruiz, Cristina
  • de Miguel-Bohoyo, Pablo
  • Javier Rivas-Flores, Francisco
  • Gomez-Delgado, Angel
  • Javier Gutierrez-Exposito, Francisco
  • Mora-Jimenez, Inmaculada;
... View more Collapse

PHYCS: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON PHYSIOLOGICAL COMPUTING SYSTEMS (p. 13-22) - 1/1/2017

10.5220/0006218700130022 View at source

Forecasting Socioeconomic Trends With Cell Phone Records

  • Frias-Martinez, V
  • Soguero-Ruiz, C
  • Josephidou, M
  • Frias-Martinez, E

PROCEEDINGS OF THE 3RD ACM SYMPOSIUM ON COMPUTING FOR DEVELOPMENT (ACM DEV 2013) - 1/1/2013

10.1145/2442882.2442902 View at source

Using multi-anchors to identify patients suffering from multimorbidities

  • Mikalsen, Karl Oyvind
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Lopez Fando, Isabel Caballero
  • Jenssen, Robert;

Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018 (p. 1514-1521) - 1/1/2019

10.1109/bibm.2018.8621213 View at source

  • ISSN 21561125

Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods

  • Pascual-Sanchez L
  • Mora-Jimenez I
  • Martinez-Aguero S
  • Alvarez-Rodriguez J
  • Soguero-Ruiz C

Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021 (p. 2826-2833) - 1/1/2021

10.1109/bibm52615.2021.9669829 View at source

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