Soguero Ruíz, Cristina cristina.soguero@urjc.es
Publications
- Articles 44
- Books 0
- Book chapters 3
- Conferences 33
- Working papers 0
- Technical reports 0
- Research projects 0
- Supervised theses 3
- Patent or software license 0
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
Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital
- Martinez-Aguero, Sergio
- Marques, Antonio G.
- Mora-Jimenez, Inmaculada
- Alvarez-Rodriguez, Joaquin
- Soguero-Ruiz, Cristina;
Ieee Journal Of Biomedical And Health Informatics (p. 4340-4353) - 1/12/2021
10.1109/jbhi.2021.3116804 View at source
- ISSN 21682208
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
Sentiment Analysis of Political Tweets From the 2019 Spanish Elections
- Rodriguez-Ibanez, Margarita
- Gimeno-Blanes, Francisco-Javier
- Cuenca-Jimenez, Pedro Manuel
- Soguero-Ruiz, Cristina
- Rojo-Alvarez, Jose Luis;
Ieee Access (p. 101847-101862) - 1/1/2021
10.1109/access.2021.3097492 View at source
- ISSN 21693536
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
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
Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population
- Garcia-Carretero, Rafael
- Vigil-Medina, Luis
- Mora-Jimenez, Inmaculada
- Soguero-Ruiz, Cristina
- Barquero-Perez, Oscar
- Ramos-Lopez, Javier;
Medical & Biological Engineering & Computing (p. 991-1002) - 1/5/2020
10.1007/s11517-020-02132-w View at source
- ISSN 01400118
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
Logistic LASSO and Elastic Net to Characterize Vitamin D Deficiency in a Hypertensive Obese Population
- Garcia-Carretero, Rafael
- Vigil-Medina, Luis
- Barquero-Perez, Oscar
- Mora-Jimenez, Inmaculada
- Soguero-Ruiz, Cristina
- Goya-Esteban, Rebeca
- Ramos-Lopez, Javier;
Metabolic Syndrome And Related Disorders (p. 79-85) - 1/3/2020
10.1089/met.2019.0104 View at source
- ISSN 15404196
Informative variable identifier: Expanding interpretability in feature selection
- Munoz-Romero, Sergio
- Gorostiaga, Arantza
- Soguero-Ruiz, Cristina
- Mora-Jimenez, Inmaculada
- Rojo-Alvarez, Jose Luis;
Pattern Recognition - 1/2/2020
10.1016/j.patcog.2019.107077 View at source
- ISSN 00313203
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
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 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 View at source
- ISSN 03029743
Mapping Health Trajectories on Self Organizing Maps using COVID-19 Patient's Blood Tests
- Arias-Alcaide C
- Soguero-Ruiz C
- Santos-Alvarez P
- Garcia-Romero A
- Mora-Jimenez I
Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021 (p. 1251-1256) - 1/1/2021
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
A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs
- Mikalsen KØ
- Soguero-Ruiz C
- Jenssen R
Studies In Computational Intelligence (p. 23-36) - 1/1/2021
10.1007/978-3-030-53352-6_3 View at source
- ISSN 1860949X
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
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;
2020 Ieee International Conference On Bioinformatics And Biomedicine (p. 2066-2073) - 1/1/2020
10.1109/bibm49941.2020.9313218 View at source
- ISSN 21561125
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
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
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
This researcher has no patents or software licenses.
Research groups
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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
Role: Colaborador
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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
Role: Investigador
Researcher profiles
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ORCID
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Scopus Author ID
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Dialnet id