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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

A streaming data visualization framework for supporting decision-making in the Intensive Care Unit

  • Mohedano-Munoz, Miguel A.
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Rubio-Sanchez, Manuel
  • Alvarez-Rodriguez, Joaquin
  • Sanchez, Alberto;

Expert Systems With Applications - 8/5/2023

10.1016/j.eswa.2023.120252 View at source

  • ISSN 09574174

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

Quality, Usability, and Effectiveness of mHealth Apps and the Role of Artificial Intelligence: Current Scenario and Challenges

  • Deniz-Garcia A
  • Fabelo H
  • Rodriguez-Almeida AJ
  • Zamora-Zamorano G
  • Castro-Fernandez M
  • Alberiche Ruano MDP
  • Solvoll T
  • Granja C
  • Schopf TR
  • Callico GM
  • Soguero-Ruiz C
  • Wägner AM
  • WARIFA Consortium
... View more Collapse

Journal Of Medical Internet Research (p. e44030-e44030) - 1/1/2023

10.2196/44030 View at source

  • ISSN 14388871

Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance

  • Martinez-Aguero, Sergio
  • Soguero-Ruiz, Cristina
  • Alonso-Moral, Jose M.
  • Mora-Jimenez, Inmaculada
  • Alvarez-Rodriguez, Joaquin
  • Marques, Antonio G.;

Future Generation Computer Systems-The International Journal of eScience (p. 68-83) - 1/8/2022

10.1016/j.future.2022.02.021 View at source

  • ISSN 0167739X

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

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

Time series cluster kernels to exploit informative missingness and incomplete label information

  • Mikalsen, Karl Oyvind
  • Soguero-Ruiz, Cristina
  • Bianchi, Filippo Maria
  • Revhaug, Arthur
  • Jenssen, Robert;

Pattern Recognition - 1/7/2021

10.1016/j.patcog.2021.107896 View at source

  • ISSN 00313203

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

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

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

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;
... 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

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

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

10.1109/bhi50953.2021.9508599 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

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

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