Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals

[Display omitted] •Data-driven estimation of electrical diffusivity from ECG using polynomial regression.•Fast, patient-specific forward model of cardiac electrophysiology and ECG.•Analysis of intrinsic uncertainty of the inverse ECG problem.•QRS duration and electrical axis, available from 12-lead...

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Veröffentlicht in:	Medical image analysis 2014-12, Vol.18 (8), p.1361-1376
Hauptverfasser:	Zettinig, Oliver, Mansi, Tommaso, Neumann, Dominik, Georgescu, Bogdan, Rapaka, Saikiran, Seegerer, Philipp, Kayvanpour, Elham, Sedaghat-Hamedani, Farbod, Amr, Ali, Haas, Jan, Steen, Henning, Katus, Hugo, Meder, Benjamin, Navab, Nassir, Kamen, Ali, Comaniciu, Dorin
Format:	Artikel
Sprache:	eng
Schlagworte:	Body Surface Potential Mapping - methods Cardiac electrophysiology Cardiomyopathy, Dilated - diagnosis Cardiomyopathy, Dilated - physiopathology Computer Simulation Diagnosis, Computer-Assisted - methods Electrocardiogram Electrocardiography - methods Heart Conduction System - physiopathology Humans Lattice-Boltzmann method Models, Cardiovascular Reproducibility of Results Sensitivity and Specificity Statistical learning Uncertainty quantification
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