G. Jiménez-Pérez

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

O. Camara, G. Jiménez-Pérez, A. Alcaine, 2021, Scientific Reports.

Generalizing electrocardiogram delineation: training convolutional neural networks with synthetic data augmentation

O. Camara, G. Jiménez-Pérez, A. Alcaine, 2021, ArXiv.

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

O. Camara, G. Jiménez-Pérez, L. Mont, 2022, Frontiers in Physiology.

Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the Left Atrial Appendage

Rasmus R. Paulsen, Guillermo Jiménez-Pérez, Oscar Camara, 2019, STACOM@MICCAI.

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

O. Camara, G. Jiménez-Pérez, A. Alcaine, 2019, 2019 Computing in Cardiology (CinC).

ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks pdf

Alejandro Alcaine, Oscar Camara, Guillermo Jimenez-Perez, 2020, ArXiv.

Towards assisted electrocardiogram interpretation using an AI-enabled Augmented Reality headset

P. Lampreave, G. Jimenez-Perez, I. Sanz, 2020, Comput. methods Biomech. Biomed. Eng. Imaging Vis..