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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

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Using One App Only - Collecting a Comprehensive Set of Health-Related Data for Prevention of Chronic Conditions

  • Årsand E
  • Muzny M
  • Rishaug T
  • Wägner AM
  • Betancort C
  • Granja C
  • Soguero-Ruiz C
  • Hartvigsen G
  • Namolosanu M
  • Rinnetmäki M
  • Henriksen A
... View more Collapse

Studies In Health Technology And Informatics (p. 247-251) - 22/8/2024

10.3233/shti240391 View at source

  • ISSN 09269630

Ensemble feature selection and tabular data augmentation with generative adversarial networks to enhance cutaneous melanoma identification and interpretability

  • Gomez-Martinez, Vanesa
  • Chushig-Muzo, David
  • Veierod, Marit B
  • Granja, Conceicao
  • Soguero-Ruiz, Cristina

Biodata Mining - 30/10/2024

10.1186/s13040-024-00397-7 View at source

  • ISSN 17560381

Interpretable Data-Driven Approach Based on Feature Selection Methods and GAN-Based Models for Cardiovascular Risk Prediction in Diabetic Patients

  • Chushig-Muzo, David
  • Calero-Diaz, Hugo
  • Lara-Abelenda, Francisco J
  • Gomez-Martinez, Vanesa
  • Granja, Conceicao
  • Soguero-Ruiz, Cristina

Ieee Access (p. 84292-84305) - 1/1/2024

10.1109/access.2024.3412789 View at source

  • ISSN 21693536

Opening the 21st Century Technologies to Industries: On the Special Issue Machine Learning for Society

  • Rodríguez-Ibáñez, M
  • Soguero-Ruiz, C
  • Gimeno-Blanes, FJ
  • Rojo-Alvarez, JL

Applied Sciences-Basel - 1/7/2023

10.3390/app13137371 View at source

  • ISSN 20763417

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

  • Mohedano-Munoz, MA
  • Soguero-Ruiz, C
  • Mora-Jiménez, I
  • Rubio-Sánchez, M
  • Alvarez-Rodríguez, J
  • Sanchez, A

Expert Systems With Applications - 8/5/2023

10.1016/j.eswa.2023.120252 View at source

  • ISSN 09574174

dtwParallel: A Python package to efficiently compute dynamic time warping between time series

  • Escudero-Arnanz, O
  • Marques, AG
  • Soguero-Ruiz, C
  • Mora-Jiménez, I
  • Robles, G

Softwarex - 1/5/2023

10.1016/j.softx.2023.101364 View at source

  • ISSN 23527110

Evaluation of Synthetic Categorical Data Generation Techniques for Predicting Cardiovascular Diseases and Post-Hoc Interpretability of the Risk Factors

  • García-Vicente, C
  • Chushig-Muzo, D
  • Mora-Jiménez, I
  • Fabelo, H
  • Gram, IT
  • Lochen, ML
  • Granja, C
  • Soguero-Ruiz, C
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Applied Sciences-Basel - 1/4/2023

10.3390/app13074119 View at source

  • ISSN 20763417

Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction

  • Hernàndez-Carnerero, A
  • Sànchez-Marrè, M
  • Mora-Jiménez, I
  • Soguero-Ruiz, C
  • Martínez-Agüero, S
  • Alvarez-Rodríguez, J

Artificial Intelligence In Medicine - 1/4/2023

10.1016/j.artmed.2023.102508 View at source

  • ISSN 09333657

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

Learning and visualizing chronic latent representations using electronic health records

  • Chushig-Muzo, D
  • Soguero-Ruiz, C
  • Bohoyo, PD
  • Mora-Jiménez, I

Biodata Mining - 5/9/2022

10.1186/s13040-022-00303-z View at source

  • ISSN 17560381

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

Introduction to the first Workshop on Context-aware NLP in eHealth

  • Hasanuzzaman M
  • Singh JP
  • Dias G
  • Soguero-Ruiz C
  • Solvoll T
  • Ngo PD

Ceur Workshop Proceedings (p. 1-2) - 1/1/2023

  • ISSN 16130073
  • iMarina

Characterizing Cardiovascular Risk Through Unsupervised and Interpretable Techniques

  • Calero-Díaz, H
  • Chushig-Muzo, D
  • Soguero-Ruiz, C

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

  • García-Vicente, C
  • Chushig-Muzo, D
  • Mora-Jiménez, I
  • Fabelo, H
  • Gram, IT
  • Lochen, ML
  • Granja, C
  • Soguero-Ruiz, C
... 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

Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients

  • Calero-Diaz, H
  • Chushig-Muzo, D
  • Fabelo, H
  • Mora-Jiménez, I
  • Granja, C
  • Soguero-Ruiz, C

2022 Ieee-Embs International Conference On Biomedical And Health Informatics (Bhi) Jointly Organised With The Ieee-Embs International Conference On Wearable And Implantable Body Sensor Networks (Bsn'22) - 1/1/2022

10.1109/bhi56158.2022.9926871 View at source

Local Naïve Bayes for Predicting Evolution of COVID-19 Patients on Self Organizing Maps

  • Arias-Alcaide C
  • Soguero-Ruiz C
  • Santos-Alvarez P
  • Arche JFV
  • Mora-Jimenez I

Proceedings - 2022 Ieee International Conference On Bioinformatics And Biomedicine, Bibm 2022 (p. 1443-1450) - 1/1/2022

10.1109/bibm55620.2022.9995321 View at source

Domain over size: Clinical ELECTRA surpasses general BERT for bleeding site classification in the free text of electronic health records

  • Pedersen, JS
  • Laursen, MS
  • Soguero-Ruiz, C
  • Savarimuthu, TR
  • Hansen, RS
  • Vinholt, PJ

2022 Ieee-Embs International Conference On Biomedical And Health Informatics (Bhi) Jointly Organised With The Ieee-Embs International Conference On Wearable And Implantable Body Sensor Networks (Bsn'22) - 1/1/2022

10.1109/bhi56158.2022.9926955 View at source

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

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

Deep learning and graph analytics for explainable modeling of time varying-data associated with infectious diseases

  • Soguero Ruíz, Cristina (Director) Doctorando: SERGIO MARTINEZ AGUERO

27/6/2024

  • iMarina

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: 2/13/25 5:08 PM