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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

Publications

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

Learning and visualizing chronic latent representations using electronic health records

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

Biodata Mining - 5/9/2022

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

  • ISSN 17560381

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-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.

This researcher has no book chapters.

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

  • Moreno-Leon, Jesus
  • Chushig, Cristian
  • Robles, Gregorio;

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

10.1109/educon52537.2022.9766646 View at source

  • ISSN 21659567

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

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

  • Calero-Diaz, Hugo
  • Chushig-Muzo, David
  • Fabelo, Himar
  • Mora-Jimenez, Inmaculada
  • Granja, Conceicao
  • Soguero-Ruiz, Cristina;

1/1/2022

10.1109/bhi56158.2022.9926871 View at source

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 7/14/23 1:56 PM