Soguero Ruíz, Cristina cristina.soguero@urjc.es
Actividades
- Artículos 44
- Libros 0
- Capítulos de libro 3
- Congresos 33
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 0
- Tesis dirigidas 3
- Patentes o licencias de software 0
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;
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;
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;
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;
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
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 Ver en origen
- 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;
Ieee Journal Of Biomedical And Health Informatics (p. 1404-1415) - 1/9/2016
10.1109/jbhi.2014.2361688 Ver en origen
- 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;
Lecture Notes In Computer Science (p. 75-91) - 1/1/2022
10.1007/978-3-031-23905-2_6 Ver en origen
- 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;
Lecture Notes In Computer Science (p. 135-148) - 1/1/2019
10.1007/978-3-319-78759-6_14 Ver en origen
- 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 Ver en origen
- 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 Ver en origen
- 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;
PHYCS: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON PHYSIOLOGICAL COMPUTING SYSTEMS (p. 13-22) - 1/1/2017
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
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 Ver en origen
- ISSN 21561125
- iMarina
- iMarina
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
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
Este/a investigador/a no tiene patentes o licencias de software.
Grupos de investigación
-
Grupo de investigación de alto rendimiento en ciencia de datos y procesamiento de señal y su aplicación a las redes y la sociedad de la URJC / Data Science and Signal Processing for Networks and Society group of URJC
Rol: Colaborador
-
Grupo de investigación de alto rendimiento en Ingeniería Biomédica y Ciencia de Datos en de la Universidad Rey Juan Carlos - Biomedical Engineering and Data Science Group of Universidad Rey Juan Carlos
Rol: Investigador
Perfiles de investigador/a
-
ORCID
-
Scopus Author ID
-
Dialnet id