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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

Cystatin C as a predictor of cardiovascular outcomes in a hypertensive population

  • Garcia-Carretero, R.
  • Vigil-Medina, L.
  • Barquero-Perez, O.
  • Goya-Esteban, R.
  • Mora-Jimenez, I.
  • Soguero-Ruiz, C.
  • Ramos-Lopez, J.;
... View more Collapse

Journal Of Human Hypertension (p. 801-807) - 1/12/2017

10.1038/jhh.2017.68 View at source

  • ISSN 09509240

Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods

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

Journal Of Biomedical Informatics (p. 87-96) - 1/6/2016

10.1016/j.jbi.2016.03.008 View at source

  • ISSN 15320464

Deep Learning to Measure the Intensity of Indocyanine Green in Endometriosis Surgeries with Intestinal Resection

  • Hernandez, Alicia
  • de Zulueta, Pablo Robles
  • Spagnolo, Emanuela
  • Soguero, Cristina
  • Cristobal, Ignacio
  • Pascual, Isabel
  • Lopez, Ana
  • Ramiro-Cortijo, David;
... View more Collapse

J Pers Med - 1/6/2022

10.3390/jpm12060982 View at source

  • ISSN 20754426

Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models

  • Hernandez-Carnerero, Alvar
  • Sanchez-Marre, Miquel
  • Mora-Jimenez, Inmaculada
  • Soguero-Ruiz, Cristina
  • Martinez-Aguero, Sergio
  • Alvarez-Rodriguez, Joaquin;

International Journal Of Interactive Multimedia And Artificial Intelligence (p. 119-133) - 1/3/2021

10.9781/ijimai.2021.02.012 View at source

  • ISSN 19891660

An Interoperable System toward Cardiac Risk Stratification from ECG Monitoring

  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Ramos-Lopez, Javier
  • Quintanilla Fernandez, Teresa
  • Garcia-Garcia, Antonio
  • Diez-Mazuela, Daniel
  • Garcia-Alberola, Arcadi
  • Luis Rojo-Alvarez, Jose;
... View more Collapse

International Journal Of Environmental Research And Public Health - 1/3/2018

10.3390/ijerph15030428 View at source

  • ISSN 16604601

Machine learning approaches to constructing predictive models of vitamin D deficiency in a hypertensive population: a comparative study

  • Garcia Carretero, Rafael
  • Vigil-Medina, Luis
  • Barquero-Perez, Oscar
  • Mora-Jimenez, Inmaculada
  • Soguero-Ruiz, Cristina
  • Ramos-Lopez, Javier;

Informatics For Health & Social Care (p. 355-369) - 2/12/2021

10.1080/17538157.2021.1896524 View at source

  • ISSN 17538157

Ontology for Heart Rate Turbulence Domain From The Conceptual Model of SNOMED-CT

  • Soguero-Ruiz, Cristina
  • Lechuga-Suarez, Luis
  • Mora-Jimenez, Inmaculada
  • Ramos-Lopez, Javier
  • Barquero-Perez, Oscar
  • Garcia-Alberola, Arcadi
  • Rojo-Alvarez, Jose L.;
... View more Collapse

Ieee Transactions On Biomedical Engineering (p. 1825-1833) - 1/7/2013

10.1109/tbme.2013.2243147 View at source

  • ISSN 00189294

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

Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets

  • Rodriguez-Almeida AJ
  • Fabelo H
  • Ortega S
  • Deniz A
  • Balea-Fernandez FJ
  • Quevedo E
  • Soguero-Ruiz C
  • Wagner AM
  • Callico GM
... View more Collapse

Ieee Journal Of Biomedical And Health Informatics (p. 1-12) - 1/1/2022

10.1109/jbhi.2022.3196697 View at source

  • ISSN 21682208

Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps

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

Ieee Access (p. 137019-137031) - 1/1/2020

10.1109/access.2020.3012082 View at source

  • ISSN 21693536

This researcher has no books.

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

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

Prediction of Healthcare Associated Infections in an Intensive Care Unit Using Machine Learning and Big Data Tools

  • Revuelta-Zamorano, Paz
  • Sanchez, Alberto
  • Luis Rojo-Alvarez, Jose
  • Alvarez-Rodriguez, Joaquin
  • Ramos-Lopez, Javier
  • Soguero-Ruiz, Cristina;

World Congress On Medical Physics And Biomedical Engineering: Radiation Oncology (p. 834-839) - 1/1/2016

10.1007/978-3-319-32703-7_162 View at source

  • ISSN 16800737

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

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

10.1109/bibm52615.2021.9669706 View at source

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

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

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

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

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

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