From Body Surface Potential to Activation Maps on the Atria: a Machine Learning Technique
| hal.structure.identifier | Modélisation et calculs pour l'électrophysiologie cardiaque [CARMEN] | |
| dc.contributor.author | ZEMZEMI, Nejib | |
| hal.structure.identifier | Modélisation et calculs pour l'électrophysiologie cardiaque [CARMEN] | |
| hal.structure.identifier | Institut de Mathématiques de Bordeaux [IMB] | |
| dc.contributor.author | LABARTHE, Simon | |
| hal.structure.identifier | IHU-LIRYC | |
| dc.contributor.author | DUBOIS, Rémi | |
| hal.structure.identifier | Modélisation et calculs pour l'électrophysiologie cardiaque [CARMEN] | |
| hal.structure.identifier | Laboratoire de Mathématiques Jean Leray [LMJL] | |
| dc.contributor.author | COUDIÈRE, Yves | |
| dc.date.accessioned | 2024-04-04T02:23:58Z | |
| dc.date.available | 2024-04-04T02:23:58Z | |
| dc.date.issued | 2012-11 | |
| dc.date.conference | 2012-09-09 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/189780 | |
| dc.description.abstractEn | The treatment of atrial fibrillation has greatly changed in the past decade. Ablation therapy, in particular pul- monary vein ablation, has quickly evolved. However, the sites of the trigger remain very difficult to localize. In this study we propose a machine-learning method able to non-invasively estimate a single site trigger. The machine learning technique is based on a kernel ridge regression al- gorithm. In this study the method is tested on a simulated data. We use the monodomain model in order to simulate the electrical activation in the atria. The ECGs are com- puted on the body surface by solving the Laplace equation in the torso. | |
| dc.language.iso | en | |
| dc.title.en | From Body Surface Potential to Activation Maps on the Atria: a Machine Learning Technique | |
| dc.type | Communication dans un congrès | |
| dc.subject.hal | Informatique [cs]/Modélisation et simulation | |
| bordeaux.page | 125-128 | |
| bordeaux.volume | 39 | |
| bordeaux.hal.laboratories | Institut de Mathématiques de Bordeaux (IMB) - UMR 5251 | * |
| bordeaux.institution | Université de Bordeaux | |
| bordeaux.institution | Bordeaux INP | |
| bordeaux.institution | CNRS | |
| bordeaux.conference.title | CINC - Computing in Cardiology 2012 | |
| bordeaux.country | PL | |
| bordeaux.conference.city | Krakow | |
| bordeaux.peerReviewed | oui | |
| hal.identifier | hal-00759210 | |
| hal.version | 1 | |
| hal.invited | non | |
| hal.proceedings | oui | |
| hal.conference.end | 2012-09-12 | |
| hal.popular | non | |
| hal.audience | Internationale | |
| hal.origin.link | https://hal.archives-ouvertes.fr//hal-00759210v1 | |
| bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.date=2012-11&rft.volume=39&rft.spage=125-128&rft.epage=125-128&rft.au=ZEMZEMI,%20Nejib&LABARTHE,%20Simon&DUBOIS,%20R%C3%A9mi&COUDI%C3%88RE,%20Yves&rft.genre=unknown |
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