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Chushig Muzo, Cristian David david.chushig@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Actividades

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 Ver en origen

  • 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 Ver en origen

  • ISSN 21693536

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
... Ver más Contraer

Applied Sciences-Basel - 1/4/2023

10.3390/app13074119 Ver en origen

  • ISSN 20763417

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 Ver en origen

  • ISSN 17560381

Interpreting clinical latent representations using autoencoders and probabilistic models

  • Chushig-Muzo, D
  • Soguero-Ruiz, C
  • de Miguel-Bohoyo, P
  • Mora-Jiménez, I

Artificial Intelligence In Medicine - 1/12/2021

10.1016/j.artmed.2021.102211 Ver en origen

  • ISSN 09333657

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

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

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

10.1109/access.2020.3012082 Ver en origen

  • ISSN 21693536

Este/a investigador/a no tiene libros.

Este/a investigador/a no tiene capítulos de libro.

Modeling At School - On the Benefits and Skill Development of the Use of Modeling Diagrams at School

  • Moreno-León, J
  • Chushig, C
  • Robles, G

Ieee Global Engineering Education Conference, Educon (p. 451-457) - 1/1/2022

10.1109/educon52537.2022.9766646 Ver en origen

  • ISSN 21659567

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 Ver en origen

  • 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
... Ver más Contraer

Lecture Notes In Computer Science (p. 75-91) - 1/1/2022

10.1007/978-3-031-23905-2_6 Ver en origen

  • 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 Ver en origen

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.

Este/a investigador/a no tiene tesis dirigidas.

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 13/02/25 17:09