| Evaluation of synthetic categorical data generation techniques for predicting cardiovascular diseases and post-hoc interpretability of the risk factors C García-Vicente, D Chushig-Muzo, I Mora-Jiménez, H Fabelo, IT Gram, ... Applied Sciences 13 (7), 4119, 2023 | 29 | 2023 |
| ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis C García-Vicente, GC Gutiérrez-Tobal, J Jiménez-García, ... Computers in biology and medicine 167, 107628, 2023 | 20 | 2023 |
| Clinical synthetic data generation to predict and identify risk factors for cardiovascular diseases C García-Vicente, D Chushig-Muzo, I Mora-Jiménez, H Fabelo, IT Gram, ... VLDB workshop on data management and analytics for medicine and healthcare …, 2022 | 12 | 2022 |
| SleepECG-Net: explainable deep learning approach with ECG for pediatric sleep apnea diagnosis C García-Vicente, GC Gutiérrez-Tobal, F Vaquerizo-Villar, ... IEEE Journal of Biomedical and Health Informatics, 2024 | 7 | 2024 |
| Heart rate variability analysis in comorbid insomnia and sleep apnea (COMISA) A Martín-Montero, F Vaquerizo-Villar, C García-Vicente, ... Scientific Reports 15 (1), 17574, 2025 | 2 | 2025 |
| Combined explainable deep learning model to predict pediatric sleep apnea from ECG and SpO2 C García-Vicente, GC Gutiérrez-Tobal, F Vaquerizo-Villar, ... Measurement, 120259, 2025 | | 2025 |
| ATENEA: Programa de orientación, mentorización y profesionalización integral en el Grado en Ingeniería Biomédica. Consolidación, superación de limitaciones y mejora del grado … J Gómez Pilar, C García Vicente, GC Gutierrez Tobal, D Álvarez González, ... | | 2025 |
| Explainable hybrid convolutional and transformer network for pediatric sleep apnea diagnosis using nocturnal oximetry C García-Vicente, GC Gutiérrez-Tobal, J Gomez-Pilar, F Vaquerizo-Villar, ... 2025 47th Annual International Conference of the IEEE Engineering in …, 2025 | | 2025 |
| Taller 1 de Escritura de TFG/TFM: Conceptos Generales y Capítulo de Introducción GC Gutierrez Tobal, V Barroso García, C García Vicente, ... | | 2025 |
| Taller de Presentación y Defensa del TFG/TFM A Martín Montero, J Gómez Pilar, M Domínguez Guerrero, ... | | 2025 |
| Taller 4 de Escritura de TFG/TFM: Capítulo de Conclusiones y Resumen GC Gutierrez Tobal, V Barroso García, A Martín Montero, J Gómez Pilar, ... | | 2025 |
| ECG-Derived Respiratory Power Index to Evaluate and Track Pediatric Sleep Apnea A Martín-Montero, P Armañac-Julián, C García-Vicente, R Bailón, E Gil, ... 2024 13th Conference of the European Study Group on Cardiovascular …, 2024 | | 2024 |
| An Interpretable CNN-Transformer for Pediatric Sleep Apnea Diagnosis using ECG C García-Vicente, GC Gutiérrez-Tobal, A Martín-Montero, ... 2024 13th Conference of the European Study Group on Cardiovascular …, 2024 | | 2024 |
| Automatic detection of paediatric sleep apnoea applying deep learning and explainable artificial intelligence techniques to airflow signals V Barroso-Garcia, GC Gutierrez-Tobal, J Jimenez-Garcia, ... JOURNAL OF SLEEP RESEARCH 33, 2024 | | 2024 |
| An explainable artificial intelligence technique to interpret deep learning models aimed at detecting paediatric sleep apnoea from airflow and oximetry signals J Jimenez-Garcia, J Michiels, G Gagliardi, GC Gutierrez-Tobal, M Garcia, ... Journal Of Sleep Research 33, 2024 | | 2024 |
| Heart rate variability specific alterations in the context of co-morbid insomnia and obstructive sleep apnoea A Martin-Montero, C Garcia-Vicente, F Del Campo Matias, D Gozal, ... JOURNAL OF SLEEP RESEARCH 33, 2024 | | 2024 |
| Enhancing Paediatric Sleep Apnoea Diagnosis through an Interpretable Deep Learning Approach Using Overnight Electrocardiogram Signals C Garcia-Vicente, F Vaquerizo-Villar, J Jimenez-Garcia, A Martin-Montero, ... JOURNAL OF SLEEP RESEARCH 33, 2024 | | 2024 |
| Detección automática de la apnea del sueño infantil utilizando técnicas de deep learning y explainable artificial intelligence en señales de flujo aéreo V Barroso García, F Vaquerizo Villar, GC Gutiérrez Tobal, ... Universidad Politécnica de Cartagena, 2023 | | 2023 |
| ECG-ENET: Red neuronal convolucional explicable para la ayuda en el diagnóstico de la apnea del sueño infantil C García Vicente, GC Gutiérrez Tobal, J Jiménez García, ... Universidad Politécnica de Cartagena, 2023 | | 2023 |
| Propuesta de estandarización de cuidados en el abordaje del pie diabético desde atención primaria C García Vicente | | 2022 |
