Medizinische Universität Graz - Research portal
Grandits Thomas |
** = Publications listed in SCI/SSCI/Pubmed
2024
Full paper/article (Journal)
** Grandits, T; Augustin, CM; Haase, G; Jost, N; Mirams, GR; Niederer, SA; Plank, G; Varró, A; Virág, L; Jung, A
Neural network emulation of the human ventricular cardiomyocyte action potential for more efficient computations in pharmacological studies.
Elife. 2024; 12:
Doi: 10.7554/eLife.91911
[OPEN ACCESS]
Web of Science
PubMed
FullText
FullText_MUG
2023
Pre-print
** Grandits, T; Augustin, CM; Haase, G; Jost, N; Mirams, GR; Niederer, SA; Plank, G; Varró, A; Virág, L; Jung, A
Neural network emulation of the human ventricular cardiomyocyte action potential: a tool for more efficient computation in pharmacological studies.
bioRxiv. 2023;
Doi: 10.1101/2023.08.16.553497
[OPEN ACCESS]
PubMed
FullText
FullText_MUG
2022
Full paper/article (Journal)
** Gillette, K; Gsell, MAF; Strocchi, M; Grandits, T; Neic, A; Manninger, M; Scherr, D; Roney, CH; Prassl, AJ; Augustin, CM; Vigmond, EJ; Plank, G
A personalized real-time virtual model of whole heart electrophysiology.
Front Physiol. 2022; 13: 907190
Doi: 10.3389/fphys.2022.907190
[OPEN ACCESS]
Web of Science
PubMed
FullText
FullText_MUG
** Herrera, CR; Grandits, T; Plank, G; Perdikaris, P; Costabal, FS; Pezzuto, S
Physics-informed neural networks to learn cardiac fiber orientation from multiple electroanatomical maps
ENG COMPUT-GERMANY. 2022;
Doi: 10.1007/s00366-022-01709-3
Web of Science
FullText
FullText_MUG
2021
Full paper/article (Journal)
** Gillette, K; Gsell, MAF; Prassl, AJ; Karabelas, E; Reiter, U; Reiter, G; Grandits, T; Payer, C; Štern, D; Urschler, M; Bayer, JD; Augustin, CM; Neic, A; Pock, T; Vigmond, EJ; Plank, G
A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs.
Med Image Anal. 2021; 71:102080
Doi: 10.1016/j.media.2021.102080
[OPEN ACCESS]
Web of Science
PubMed
FullText
FullText_MUG
** Grandits, T; Effland, A; Pock, T; Krause, R; Plank, G; Pezzuto, S
GEASI: Geodesic-based earliest activation sites identification in cardiac models.
Int J Numer Method Biomed Eng. 2021; 37(8):e3505
Doi: 10.1002/cnm.3505
[OPEN ACCESS]
Web of Science
PubMed
FullText
FullText_MUG
** Grandits, T; Pezzuto, S; Costabal, FS; Perdikaris, P; Pock, T; Plank, G; Krause, R
Learning atrial fiber orientations and conductivity tensors from intracardiac maps using physics-informed neural networks.
Funct Imaging Model Heart. 2021; 2021: 650-658.
Doi: 10.1007/978-3-030-78710-3_62
[OPEN ACCESS]
PubMed
FullText
FullText_MUG
** Lubrecht, JM; Grandits, T; Gharaviri, A; Schotten, U; Pock, T; Plank, G; Krause, R; Auricchio, A; Conte, G; Pezzuto, S
Automatic reconstruction of the left atrium activation from sparse intracardiac contact recordings by inverse estimate of fibre structure and anisotropic conduction in a patient-specific model.
Europace. 2021; 23(23 Suppl 1):i63-i70
Doi: 10.1093/europace/euaa392
Web of Science
PubMed
FullText
FullText_MUG
Full paper/article (Proceedings)
** Grandits, T; Pezzuto, S; Lubrecht, JM; Pock, T; Plank, G; Krause, R
PIEMAP: Personalized Inverse Eikonal Model from cardiac Electro-Anatomical Maps.
Stat Atlases Comput Models Heart. 2021; 12592:76-86
Doi: 10.1007/978-3-030-68107-4_8
[OPEN ACCESS]
PubMed
FullText
FullText_MUG
2020
Full paper/article (Journal)
** Grandits, T; Gillette, K; Neic, A; Bayer, J; Vigmond, E; Pock, T; Plank, G
An Inverse Eikonal Method for Identifying Ventricular Activation Sequences from Epicardial Activation Maps.
J Comput Phys. 2020; 419:
Doi: 10.1016/j.jcp.2020.109700
[OPEN ACCESS]
Web of Science
PubMed
FullText
FullText_MUG