Guillermo Jiménez-Pérez

Delineation of the electrocardiogram with a mixed-quality-annotations dataset using convolutional neural networks

Guillermo Jiménez-Pérez, Alejandro Alcaine, Óscar Cámara · Scientific Reports · 2021 · 57 citations · Full text

U-Net Architecture for the Automatic Detection and Delineation of the Electrocardiogram

Guillermo Jiménez-Pérez, Alejandro Alcaine, Óscar Cámara · Computing in cardiology · 2019 · 27 citations · Full text

Training machine learning models with synthetic data improves the prediction of ventricular origin in outflow tract ventricular arrhythmias

Rubén Doste, Miguel Lozano, Guillermo Jiménez-Pérez et al. · Frontiers in Physiology · 2022 · 23 citations · Full text

Artificial intelligence for detection of ventricular oversensing: Machine learning approaches for noise detection within nonsustained ventricular tachycardia episodes remotely transmitted by pacemakers and implantable cardioverter-defibrillators

Marc Strik, Benjamin Sacristan, Pierre Bordachar et al. · Heart Rhythm · 2023 · 19 citations · Full text

Artificial Intelligence, Electrophysiological Evaluation, Engineering +12

Generalising electrocardiogram detection and delineation: training convolutional neural networks with synthetic data augmentation

Guillermo Jiménez-Pérez, Juan Acosta, Alejandro Alcaine et al. · Frontiers in Cardiovascular Medicine · 2024 · 19 citations · Full text