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David Chushig-Muzo
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 7
Top Topics
Kaplan Meier
Cardiovascular Disease
Unsupervised Methods
Risk Factors
Top Venues
Artif. Intell. Medicine
BioData Min.
IDEAL
HEALTHINF
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Publications
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María Teresa Jurado-Camino
,
David Chushig-Muzo
,
Cristina Soguero-Ruíz
,
Pablo de Miguel-Bohoyo
,
Inmaculada Mora-Jiménez
On the Use of Generative Adversarial Networks to Predict Health Status Among Chronic Patients.
HEALTHINF
(2023)
David Chushig-Muzo
,
Cristina Soguero-Ruíz
,
Pablo de Miguel-Bohoyo
,
Inmaculada Mora-Jiménez
Learning and visualizing chronic latent representations using electronic health records.
BioData Min.
15 (1) (2022)
Hugo Calero-Diaz
,
David Chushig-Muzo
,
Cristina Soguero-Ruíz
Characterizing Cardiovascular Risk Through Unsupervised and Interpretable Techniques.
IDEAL
(2022)
Clara García-Vicente
,
David Chushig-Muzo
,
Inmaculada Mora-Jiménez
,
Himar Fabelo
,
Inger Torhild Gram
,
Maja-Lisa Løchen
,
Conceição Granja
,
Cristina Soguero-Ruíz
Clinical Synthetic Data Generation to Predict and Identify Risk Factors for Cardiovascular Diseases.
Poly/DMAH@VLDB
(2022)
Hugo Calero-Diaz
,
David Chushig-Muzo
,
Himar Fabelo
,
Inmaculada Mora-Jiménez
,
Conceição Granja
,
Cristina Soguero-Ruíz
Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients.
BHI
(2022)
David Chushig-Muzo
,
Cristina Soguero-Ruíz
,
Pablo de Miguel-Bohoyo
,
Inmaculada Mora-Jiménez
Interpreting clinical latent representations using autoencoders and probabilistic models.
Artif. Intell. Medicine
122 (2021)
David Chushig-Muzo
,
Cristina Soguero-Ruíz
,
Andries P. Engelbrecht
,
Pablo de Miguel-Bohoyo
,
Inmaculada Mora-Jiménez
Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps.
IEEE Access
8 (2020)