Elias Karabelas

15 papers Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition.
CoRR
Bruno Viti, Elias Karabelas, Martin Holler
2025 J jnl
Non-Intrusive Parametrized-Background Data-Weak Reconstruction of Cardiac Displacement Fields from Sparse MRI-like Observations.
CoRR
Francesco C. Mantegazza, Federica Caforio, Christoph M. Augustin, Matthias A. F. Gsell, Gundolf Haase, Elias Karabelas
2025 J jnl
Physics-informed neural network estimation of active material properties in time-dependent cardiac biomechanical models.
CoRR
Matthias Höfler, Francesco Regazzoni, Stefano Pagani, Elias Karabelas, Christoph M. Augustin, Gundolf Haase, Gernot Plank, Federica Caforio
2024 — conf
Gaussian Process Emulators for Few-Shot Segmentation in Cardiac MRI.
CMRxRecon/MBAS/STACOM@MICCAI
Bruno Viti, Franz Thaler, Kathrin Lisa Kapper, Martin Urschler, Martin Holler, Elias Karabelas
2024 J jnl
Gaussian Process Emulators for Few-Shot Segmentation in Cardiac MRI.
CoRR
Bruno Viti, Franz Thaler, Kathrin Lisa Kapper, Martin Urschler, Martin Holler, Elias Karabelas
2023 J jnl
Physics-informed Neural Network Estimation of Material Properties in Soft Tissue Nonlinear Biomechanical Models.
CoRR
Federica Caforio, Francesco Regazzoni, Stefano Pagani, Elias Karabelas, Christoph M. Augustin, Gundolf Haase, Gernot Plank, Alfio Quarteroni
2022 J jnl
Global Sensitivity Analysis of Four Chamber Heart Hemodynamics Using Surrogate Models.
IEEE Trans. Biomed. Eng.
Elias Karabelas, Stefano Longobardi, Jana Fuchsberger, Orod Razeghi, Cristóbal Rodero, Marina Strocchi, Ronak Rajani, Gundolf Haase, Gernot Plank, Steven A. Niederer
2022 J jnl
Modelling the interaction between stem cells derived cardiomyocytes patches and host myocardium to aid non-arrhythmic engineered heart tissue design.
PLoS Comput. Biol.
Damiano Fassina, Caroline Mendonça Costa, Stefano Longobardi, Elias Karabelas, Gernot Plank, Sian E. Harding, Steven A. Niederer
2022 J jnl
On the incorporation of obstacles in a fluid flow problem using a Navier-Stokes-Brinkman penalization approach.
J. Comput. Sci.
Jana Fuchsberger, Philipp Aigner, Steven A. Niederer, Gernot Plank, Heinrich Schima, Gundolf Haase, Elias Karabelas
2021 J jnl
A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs.
Medical Image Anal.
Karli Gillette, Matthias A. F. Gsell, Anton J. Prassl, Elias Karabelas, Ursula Reiter, Gert Reiter, Thomas Grandits, Christian Payer, Darko Stern, Martin Urschler, Jason D. Bayer, Christoph M. Augustin, Aurel Neic, Thomas Pock, Edward J. Vigmond, Gernot Plank
2021 J jnl
An accurate, robust, and efficient finite element framework for anisotropic, nearly and fully incompressible elasticity.
CoRR
Elias Karabelas, Matthias A. F. Gsell, Gundolf Haase, Gernot Plank, Christoph M. Augustin
2021 J jnl
Global Sensitivity Analysis of Four Chamber Heart Hemodynamics Using Surrogate Models.
CoRR
Elias Karabelas, Stefano Longobardi, Jana Fuchsberger, Orod Razeghi, Cristóbal Rodero, Marina Strocchi, Ronak Rajani, Gundolf Haase, Gernot Plank, Steven A. Niederer
2021 J jnl
The
Comput. Methods Programs Biomed.
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
2021 — conf
The Effect of Ventricular Myofibre Orientation on Atrial Dynamics.
FIMH
Marina Strocchi, Christoph M. Augustin, Matthias A. F. Gsell, Elias Karabelas, Aurel Neic, Karli Gillette, Caroline H. Roney, Orod Razeghi, Jonathan M. Behar, Christopher A. Rinaldi, Edward J. Vigmond, Martin J. Bishop, Gernot Plank, Steven A. Niederer
2020 J jnl
Automating image-based mesh generation and manipulation tasks in cardiac modeling workflows using Meshtool.
SoftwareX
Aurel Neic, Matthias A. F. Gsell, Elias Karabelas, Anton J. Prassl, Gernot Plank