Chushig Muzo, Cristian David david.chushig@urjc.es
Actividades
- Artículos 24
- Libros 0
- Capítulos de libro 3
- Congresos 4
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 1
- Tesis dirigidas 2
- Patentes o licencias de software 0
Tabular-to-Image Encoding Methods for Melanoma Detection: A Proof-of-Concept
- Gomez-Martinez, Vanesa
- Chushig-Muzo, David
- Soguero-Ruiz, Cristina
Applied Sciences-Basel (p. 2459-2459) - 3/3/2026
10.3390/app16052459 Ver en origen
- ISSN 20763417
DermArtifactDB: A multi-label dataset for artifact annotation in public dermoscopic image repositories
- Vanesa Gómez-Martínez
- David Chushig-Muzo
- Cristina Soguero-Ruíz
Open MIND - 21/1/2026
Glucostats: an efficient Python library for glucose time series feature extraction and visual analysis
- Peiro-Corbacho, P
- Lara-Abelenda, FJ
- Chushig-Muzo, D
- Wägner, AM
- Granja, C
- Soguero-Ruiz, C
Bmc Bioinformatics (p. 230-230) - 24/9/2025
10.1186/s12859-025-06250-w Ver en origen
- ISSN 14712105
Sun-Exposure and Lesion Location Bias in Deep Learning Models for Skin Cancer Detection
- Eva Milara
- Vanesa Gómez-Martínez
- David Chushig-Muzo
- Conceição Granja
- Cristina Soguero-Ruíz
Research Square - 11/9/2025
Out-of-Distribution Performance Analysis of Skin Lesion Classifiers for dermoscopic images
- Eva Milara
- Vanesa Gómez-Martínez
- David Chushig-Muzo
- María Castro-Fernández
- Gustavo M. Callicó
- Conceição Granja
- Cristina Soguero-Ruíz
Research Square - 9/9/2025
Personalized glucose forecasting for people with type 1 diabetes using large language models
- Lara-Abelenda, Francisco J
- Chushig-Muzo, David
- Peiro-Corbacho, Pablo
- Wagner, Ana M
- Granja, Conceicao
- Soguero-Ruiz, Cristina
Computer Methods And Programs In Biomedicine (p. 108737-108737) - 1/6/2025
10.1016/j.cmpb.2025.108737 Ver en origen
- ISSN 01692607
MacroE-Net: Unsupervised deep learning-based illumination network for enhancing segmentation of skin lesions in macroscopic images
- Vanesa Gómez-Martínez
- David Chushig-Muzo
- Marit B. Veierød
- Fred Godtliebsen
- Conceição Granja
- Cristina Soguero-Ruíz
11/5/2025
Transfer learning for a tabular-to-image approach: A case study for cardiovascular disease prediction
- Lara-Abelenda, FJ
- Chushig-Muzo, D
- Peiro-Corbacho, P
- Gómez-Martínez, V
- Wägner, AM
- Granja, C
- Soguero-Ruiz, C
Journal Of Biomedical Informatics (p. 104821-104821) - 1/5/2025
10.1016/j.jbi.2025.104821 Ver en origen
- ISSN 15320464
Interpretable and multimodal fusion methodology to predict severe in adults with 1 diabetes
- Lara-Abelenda, Francisco J
- Chushig-Muzo, David
- Wagner, Ana M
- Tayefi, Maryam
- Soguero-Ruiz, Cristina
Engineering Applications Of Artificial Intelligence (p. 110142-110142) - 15/3/2025
10.1016/j.engappai.2025.110142 Ver en origen
- ISSN 09521976
Public perceptions and emotional trends of psychotherapy: a 15-year analysis across English and Spanish language communities on X (twitter)
- Goena, Javier
- Chart-Pascual, Juan Pablo
- Lara-Abelenda, Francisco J
- Chushig-Muzo, David
- Montero-Torres, Maria
- Gonzalez-Pinto, Ana
- Lahera, Guillermo
- Catalan, Ana
- Gonzalez-Torres, Miguel Angel
- Pinto Da Costa, Mariana
- Alvarez-Mon, Melchor
- Alvarez-Mon, Miguel Angel
Frontiers In Digital Health (p. 1598237-1598237) - 16/12/2025
Editor: Frontiers Media SA
10.3389/fdgth.2025.1598237 Ver en origen
- ISSN 2673253X
- ISSN/ISBN 2673-253X
Este/a investigador/a no tiene libros.
Evaluación del sesgo clínico en modelos de clasificación de lesiones cutáneas
- Eva Milara
- Vanesa Gómez Martínez
- Cristian David Chushig Muzo
- Cristina Soguero Ruiz
CASEIB 2025. Libro de Actas del XLIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Innovando en tecnología para la salud y calidad de vida (p. 217-220) - 1/1/2025
- iMarina
Algoritmos genéticos para la mejora de la iluminación en imágenes macroscópicas y modelos basados en redes neuronales para la segmentación y detección de lesiones cutáneas
- Vanessa Gómez Martínez
- Cristian David Chushig Muzo
- Cristina Soguero Ruiz
CASEIB 2024. Libro de Actas del XLII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (p. 513-516) - 1/1/2024
- iMarina
Modelos basados en redes neuronales artificiales para la generación y predicción de series temporales de glucosa
- R González Domínguez
- Cristian David Chushig Muzo
- C Soguero Ruiz
CASEIB 2023. Libro de Actas del XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Contribuyendo a la salud basada en valor (p. 182 - 185) - 1/1/2023
- iMarina
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-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 Ver en origen
- 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
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, Hugo
- Chushig-Muzo, David
- Fabelo, Himar
- Mora-Jimenez, Inmaculada
- Granja, Conceicao
- Soguero-Ruiz, Cristina
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) (p. 01-04) - 1/1/2022
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
Intelligent decision support systems to predict chronic and critical patient health trajectories using cutting-edge visual analytics and data-driven techniques.
- Caballero López-Fando, María Isabel (Investigador/a)
- Sicilia, Rosa (Investigador/a)
- JENSSEN, ROBERT (Investigador/a)
- Soda, Paolo (Investigador/a)
- De Miguel Bohoyo, Pablo (Investigador/a)
- Sanchez Marre, Miquel (Investigador/a)
- Mikalsen, Karl Oyvind (Investigador/a)
- Álvarez Rodríguez, Joaquín (Investigador/a)
- CABALLERO LÓPEZ-FANDO, ISABEL (Investigador/a)
- LEHMANN, DIRK JOACHIM (Investigador/a)
- HERNANDEZ PEREZ, BERNARD ANGEL (Investigador/a)
- Erdely, Arturo (Investigador/a)
- Gómez Delgado, Ángel (Investigador/a)
- Chushig Muzo, Cristian David (Investigador/a)
- Rubio Sánchez, Manuel (Investigador principal (IP))
- Barreiro García, Pablo Miguel (Investigador/a)
- Soguero Ruíz, Cristina (Investigador principal (IP))
- Rey Escudero, Samuel (Investigador/a)
- San Román Montero, Jesús María (Investigador/a)
- Mora Jiménez, Inmaculada (Investigador/a)
Ejecución: 01-01-2024 - 31-12-2024
- iMarina
Explainable artificial intelligence models for predicting clinical events in chronic diseases using heterogeneous data
- Soguero Ruíz, Cristina (Codirector)
- Chushig Muzo, Cristian David (Director) Doctorando: FRANCISCO JESUS LARA ABELENDA
21/7/2025
- iMarina
Unsupervised Learning Methods to Extract Clinical Knowledge of Patients with Chronic Diseases
- Chushig Muzo, Cristian David (Titulado/a)
- Soguero Ruíz, Cristina (Codirector)
- Mora Jiménez, Inmaculada (Tutor) Doctorando: CRISTIAN DAVID CHUSHIG MUZO
1/4/2022
- iMarina
Este/a investigador/a no tiene patentes o licencias de software.
Perfiles de investigador/a
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ORCID
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Scopus Author ID
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Dialnet id