Learning Atrial Fiber Orientations and Conductivity Tensors from Intracardiac Maps Using Physics-Informed Neural Networks

Thomas Grandits, Simone Pezzuto, Francisco Sahli Costabal, Paris Perdikaris, Thomas Pock, Gernot Plank, Rolf Krause. Learning Atrial Fiber Orientations and Conductivity Tensors from Intracardiac Maps Using Physics-Informed Neural Networks. In Daniel B. Ennis, Luigi E. Perotti, Vicky Y. Wang, editors, Functional Imaging and Modeling of the Heart - 11th International Conference, FIMH 2021, Stanford, CA, USA, June 21-25, 2021, Proceedings. Volume 12738 of Lecture Notes in Computer Science, pages 650-658, Springer, 2021. [doi]

Authors

Thomas Grandits

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Simone Pezzuto

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Francisco Sahli Costabal

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Paris Perdikaris

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Thomas Pock

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Gernot Plank

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Rolf Krause

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