E
Elias Karabelas
Researcher at University of Graz
Publications - 24
Citations - 457
Elias Karabelas is an academic researcher from University of Graz. The author has contributed to research in topics: Finite element method & Computer science. The author has an hindex of 7, co-authored 22 publications receiving 156 citations. Previous affiliations of Elias Karabelas include Graz University of Technology & King's College London.
Papers
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Journal ArticleDOI
A publicly available virtual cohort of four-chamber heart meshes for cardiac electro-mechanics simulations
Marina Strocchi,Christoph M. Augustin,Matthias A. F. Gsell,Elias Karabelas,Aurel Neic,Karli Gillette,Orod Razeghi,Anton J. Prassl,Edward J. Vigmond,Jonathan M. Behar,Jonathan M. Behar,Justin Gould,Justin Gould,Baldeep S. Sidhu,Baldeep S. Sidhu,Christopher A. Rinaldi,Christopher A. Rinaldi,Martin J. Bishop,Gernot Plank,Steven A. Niederer +19 more
TL;DR: This work has created the first publicly available virtual cohort of twenty-four four-chamber hearts, built from heart failure patients, to facilitate large cohort computational studies and to promote the development of cardiac computational electro-mechanics for clinical applications.
Journal ArticleDOI
The openCARP simulation environment for cardiac electrophysiology.
Gernot Plank,Axel Loewe,Aurel Neic,Christoph M. Augustin,Yung-Lin Huang,Matthias A. F. Gsell,Elias Karabelas,Mark Nothstein,Anton J. Prassl,Jorge Sánchez,Gunnar Seemann,Edward J. Vigmond +11 more
TL;DR: OpenCARP as discussed by the authors is a Python-based simulator for cardiac electrophysiology, which allows developing and sharing simulation pipelines which automate in silico experiments including all modeling and simulation steps to increase reproducibility and productivity.
Journal ArticleDOI
A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs.
Karli Gillette,Matthias A. F. Gsell,Anton J. Prassl,Elias Karabelas,Elias Karabelas,Ursula Reiter,Gert Reiter,Gert Reiter,Thomas Grandits,Christian Payer,Darko Štern,Darko Štern,Martin Urschler,Jason D. Bayer,Christoph M. Augustin,Aurel Neic,Thomas Pock,Edward J. Vigmond,Gernot Plank +18 more
TL;DR: In this paper, the authors proposed a novel workflow for the generation of high-fidelity CDTs by introducing a comprehensive parameter vector encapsulating all factors relating to the ventricular EP; an abstract reference frame within the model allowing the unattended manipulation of model parameter fields; and a novel fast-forward electrocardiogram (Electrocardiograms) model for efficient and bio-physically-detailed simulation required for parameter inference.
Journal ArticleDOI
Automating image-based mesh generation and manipulation tasks in cardiac modeling workflows using Meshtool.
Aurel Neic,Matthias A. F. Gsell,Elias Karabelas,Elias Karabelas,Anton J. Prassl,Gernot Plank +5 more
TL;DR: Meshtool is software specifically designed for automating all complex mesh manipulation tasks emerging in such workflows by implementing algorithms for tasks described as operations on label fields and/or geometric features.
Posted ContentDOI
The openCARP Simulation Environment for Cardiac Electrophysiology
Gernot Plank,Axel Loewe,Aurel Neic,Christoph M. Augustin,Yung-Lin Huang,Matthias A. F. Gsell,Elias Karabelas,Mark Nothstein,Anton J. Prassl,Jorge Sánchez,Gunnar Seemann,Edward J. Vigmond +11 more
TL;DR: OpenCARP as mentioned in this paper is a Python-based simulator for cardiac electrophysiology, which allows developing and sharing simulation pipelines which automate in silico experiments including all modeling and simulation steps to increase reproducibility and productivity.