David Chushig-Muzo

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

David Chushig-Muzo, Cristina Soguero-Ruíz, Andries P. Engelbrecht et al. · IEEE Access · 2020 · 26 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

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

Clara García-Vicente, David Chushig-Muzo, Inmaculada Mora-Jiménez et al. · Applied Sciences · 2023 · 24 citations · Full text

Computing, Computer Science, Data Science +17

Personalized glucose forecasting for people with type 1 diabetes using large language models

Francisco J. Lara-Abelenda, David Chushig-Muzo, Pablo Peiro-Corbacho et al. · Computer Methods and Programs in Biomedicine · 2025 · 16 citations · Full text

Medicine, Biomedical Informatics, Health Informatics +17

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

Vanesa Gómez-Martínez, David Chushig-Muzo, Marit B. Veierød et al. · BioData Mining · 2024 · 13 citations · Full text

Computing, Computer Science, Dermatology +17

Interpreting clinical latent representations using autoencoders and probabilistic models

David Chushig-Muzo, Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo et al. · Artificial Intelligence in Medicine · 2021 · 11 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16