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Titel:

Data-Driven Estimation of Cardiac Electrical Diffusivity from 12-Lead ECG Signals

Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
Zettinig, O.; Mansi, T.; Neumann, D.; Georgescu, B.; Rapaka, S.; Seegerer, P.; Kayvanpour, E.; Sedaghat-Hamedani, F.; Amr, A.; Haas, J.; Steen, H.; Katus, H.; Meder, B.; Navab, N.; Kamen, A.; Comaniciu, D.
Abstract:
Diagnosis and treatment of dilated cardiomyopathy (DCM) is challenging due to a large variety of causes and disease stages. Computational models of cardiac electrophysiology (EP) can be used to improve the assessment and prognosis of DCM, plan therapies and predict their outcome, but require personalization. In this work, we present a data-driven approach to estimate the electrical diffusivity parameter of an EP model from standard 12-lead electrocardiograms (ECG). An efficient forward model bas...     »
Stichworte:
CAMP,MedicalImaging,Simulation
Zeitschriftentitel:
Medical image analysis
Jahr:
2014
Band / Volume:
18
Heft / Issue:
8
Seitenangaben Beitrag:
1361--1376
Verlag / Institution:
Elsevier
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