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APHYN-EP: Physics-based deep learning framework to learn and forecast cardiac electrophysiology dynamics

Victoriya Kashtanova , Mihaela Pop , Ibrahim Ayed , Patrick Gallinari , Maxime Sermesant
STACOM 2022 - 13th Workhop on Statistical Atlases and Computational Modelling of the Heart, Sep 2022, Singapore, Singapore
Conference papers hal-03894974v1
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Deep Learning for Model Correction in Cardiac Electrophysiological Imaging

Victoriya Kashtanova , Ibrahim Ayed , Andony Arrieula , Mark Potse , Patrick Gallinari , et al.
MIDL 2022 - Medical Imaging with Deep Learning, Jul 2022, Zurich, Switzerland
Conference papers hal-03687596v1
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EP-Net 2.0: Out-of-Domain Generalisation for Deep Learning Models of Cardiac Electrophysiology

Victoriya Kashtanova , Ibrahim Ayed , Nicolas Cedilnik , Patrick Gallinari , Maxime Sermesant
FIMH 2021 - 11th International Conference on Functional Imaging and Modeling of the Heart, Jun 2021, Stanford, CA (virtual), United States. pp.482-492, ⟨10.1007/978-3-030-78710-3_46⟩
Conference papers hal-03369201v1