no code implementations • 15 Dec 2023 • Pedro Osorio, Guillermo Jimenez-Perez, Javier Montalt-Tordera, Jens Hooge, Guillem Duran-Ballester, Shivam Singh, Moritz Radbruch, Ute Bach, Sabrina Schroeder, Krystyna Siudak, Julia Vienenkoetter, Bettina Lawrenz, Sadegh Mohammadi
Finally, we show that synthetic data effectively trains AI models.
1 code implementation • 25 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.
1 code implementation • 11 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.