Search Results for author: Alejandro Alcaine

Found 2 papers, 2 papers with code

Generalizing electrocardiogram delineation -- Training convolutional neural networks with synthetic data augmentation

1 code implementation25 Nov 2021 Guillermo Jimenez-Perez, Juan Acosta, Alejandro Alcaine, Oscar Camara

Obtaining per-beat information is a key task in the analysis of cardiac electrocardiograms (ECG), as many downstream diagnosis tasks are dependent on ECG-based measurements.

Data Augmentation Synthetic Data Generation

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

1 code implementation11 May 2020 Guillermo Jimenez-Perez, Alejandro Alcaine, Oscar Camara

We demonstrate DL can be successfully applied to low interpretative tasks by embedding ECG detection and delineation onto a segmentation framework.

Data Augmentation Image Segmentation +1

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