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Browsing by Author "Jimenez-Perez, Guillermo"

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Benchmark of deep learning algorithms for the automatic screening in electrocardiograms transmitted by implantable cardiac devices

Gassa, Narimane; Sacristan, Benjamin; Zemzemi, Nejib; Laborde, Maxime; Garrido Oliver, Juan; Matencio Perabla, Clara; Jimenez-Perez, Guillermo; Camara, Oscar; Ploux, Sylvain; Strik, Marc; Bordachar, Pierre; Dubois, Remi (Institute of Electrical and Electronics Engineers (IEEE), 2021)

The objective of this work was to benchmark different deep learning architectures for noise detection against cardiac arrhythmia episodes recorded by pacemakers and implantable cardioverter-defibrillators (PM/ICDs) and ...
Delineation of the electrocardiogram with a mixed-quality-annotations dataset using convolutional neural networks

Jimenez-Perez, Guillermo; Alcaine, Alejandro; Camara, Oscar (Nature Research, 2021)

Detection and delineation are key steps for retrieving and structuring information of the electrocardiogram (ECG), being thus crucial for numerous tasks in clinical practice. Digital signal processing (DSP) algorithms are ...
Towards assisted electrocardiogram interpretation using an AI-enabled Augmented Reality headset

Lampreave, Paula; Jimenez-Perez, Guillermo; Sanz-Pérez, Isidro; Gomez, Alberto; Camara, Oscar (Taylor & Francis, 2021)

The interpretation of electrocardiograms (ECGs) is key for the diagnosis and monitoring of cardiovascular health. Despite the progressive digital transformation in healthcare, it is still common for clinicians to analyse ...
Training machine learning models with synthetic data improves the prediction of ventricular origin in outflow tract ventricular arrhythmias

Doste Beltrán, Rubén; Lozano, Miguel; Jimenez-Perez, Guillermo; Mont, Lluís; Berruezo Sánchez, Antonio; Penela, Diego; Camara, Oscar; Sebastián Aguilar, Rafael, 1978- (Frontiers, 2022)

In order to determine the site of origin (SOO) in outflow tract ventricular arrhythmias (OTVAs) before an ablation procedure, several algorithms based on manual identification of electrocardiogram (ECG) features, have been ...

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Browsing by Author "Jimenez-Perez, Guillermo"

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