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 | 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 | 10 | 2022 |
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 | 6 | 2023 |
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 | | 2024 |
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 |
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 |
Desarrollo de modelos de estiramiento y electromecánicos para evaluar el efecto de la dilatación auricular sobre el establecimiento de la fibrilación auricular C García-Vicente Universitat Politècnica de València, 2021 | | 2021 |