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MedalCare-XL: 16,900 healthy and pathological 12 lead ECGs obtained through electrophysiological simulations


Nov 29, 2022
Karli Gillette, Matthias A. F. Gsell, Claudia Nagel, Jule Bender, Bejamin Winkler, Steven E. Williams, Markus Bär, Tobias Schäffter, Olaf Dössel, Gernot Plank, Axel Loewe

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Comparison of propagation models and forward calculation methods on cellular, tissue and organ scale atrial electrophysiology


Mar 15, 2022
Claudia Nagel, Cristian Barrios Espinosa, Karli Gillette, Matthias A. F. Gsell, Jorge Sánchez, Gernot Plank, Olaf Dössel, Axel Loewe

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* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Physics-informed neural networks to learn cardiac fiber orientation from multiple electroanatomical maps


Feb 01, 2022
Carlos Ruiz Herrera, Thomas Grandits, Gernot Plank, Paris Perdikaris, Francisco Sahli Costabal, Simone Pezzuto

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* 28 pages, 11 figures 

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Smoothness and continuity of cost functionals for ECG mismatch computation


Jan 12, 2022
Thomas Grandits, Simone Pezzuto, Gernot Plank

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Learning atrial fiber orientations and conductivity tensors from intracardiac maps using physics-informed neural networks


Feb 22, 2021
Thomas Grandits, Simone Pezzuto, Francisco Sahli Costabal, Paris Perdikaris, Thomas Pock, Gernot Plank, Rolf Krause

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* 8 pages, 2 figures 

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