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Gabriel Balaban
Gabriel Balaban
Associate Professor in Computer Science, Kristiania University College
Verified email at kristiania.no
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Year
The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires
M Pavlović, L Scheffer, K Motwani, C Kanduri, R Kompova, N Vazov, ...
Nature Machine Intelligence 3 (11), 936-944, 2021
592021
Estimating cardiac contraction through high resolution data assimilation of a personalized mechanical model
H Finsberg, G Balaban, S Ross, TF Håland, HH Odland, J Sundnes, ...
Journal of computational science 24, 85-90, 2018
322018
Fibrosis microstructure modulates reentry in non-ischemic dilated cardiomyopathy: insights from imaged guided 2D computational modeling
G Balaban, BP Halliday, C Mendonca Costa, W Bai, B Porter, CA Rinaldi, ...
Frontiers in physiology 9, 1832, 2018
292018
In vivo estimation of elastic heterogeneity in an infarcted human heart
G Balaban, H Finsberg, S Funke, TF Håland, E Hopp, J Sundnes, S Wall, ...
Biomechanics and modeling in mechanobiology 17, 1317-1329, 2018
232018
High‐resolution data assimilation of cardiac mechanics applied to a dyssynchronous ventricle
G Balaban, H Finsberg, HH Odland, ME Rognes, S Ross, J Sundnes, ...
International journal for numerical methods in biomedical engineering 33 (11 …, 2017
202017
Late-gadolinium enhancement interface area and electrophysiological simulations predict arrhythmic events in patients with nonischemic dilated cardiomyopathy
G Balaban, BP Halliday, B Porter, W Bai, S Nygåard, R Owen, S Hatipoglu, ...
Clinical Electrophysiology 7 (2), 238-249, 2021
182021
Adjoint multi-start-based estimation of cardiac hyperelastic material parameters using shear data
G Balaban, MS Alnæs, J Sundnes, ME Rognes
Biomechanics and modeling in mechanobiology 15, 1509-1521, 2016
182016
Ten simple rules for quick and dirty scientific programming
G Balaban, I Grytten, KD Rand, L Scheffer, GK Sandve
PLoS Computational Biology 17 (3), e1008549, 2021
162021
T cell receptor repertoire as a potential diagnostic marker for celiac disease
Y Yao, A Zia, RS Neumann, M Pavlovic, G Balaban, KEA Lundin, ...
Clinical Immunology 222, 108621, 2021
162021
A computational investigation into rate-dependant vectorcardiogram changes due to specific fibrosis patterns in non-ischæmic dilated cardiomyopathy
PM Gemmell, K Gillette, G Balaban, R Rajani, EJ Vigmond, G Plank, ...
Computers in biology and medicine 123, 103895, 2020
122020
Scar shape analysis and simulated electrical instabilities in a non-ischemic dilated cardiomyopathy patient cohort
G Balaban, BP Halliday, W Bai, B Porter, C Malvuccio, P Lamata, ...
PLoS computational biology 15 (10), e1007421, 2019
122019
Left ventricular shape predicts arrhythmic risk in fibrotic dilated cardiomyopathy
G Balaban, BP Halliday, D Hammersley, CA Rinaldi, SK Prasad, ...
EP Europace 24 (7), 1137-1147, 2022
112022
3D electrophysiological modeling of interstitial fibrosis networks and their role in ventricular arrhythmias in non-ischemic cardiomyopathy
G Balaban, CM Costa, B Porter, B Halliday, CA Rinaldi, S Prasad, G Plank, ...
IEEE Transactions on Biomedical Engineering 67 (11), 3125-3133, 2020
112020
TCRpower: quantifying the detection power of T-cell receptor sequencing with a novel computational pipeline calibrated by spike-in sequences
S Dahal-Koirala, G Balaban, RS Neumann, L Scheffer, KEA Lundin, ...
Briefings in bioinformatics 23 (2), bbab566, 2022
72022
Comprehensive phenotypic characterization of late gadolinium enhancement predicts sudden cardiac death in coronary artery disease
RE Jones, HA Zaidi, DJ Hammersley, S Hatipoglu, R Owen, G Balaban, ...
Cardiovascular Imaging 16 (5), 628-638, 2023
22023
Machine learning analysis of complex late gadolinium enhancement patterns to improve risk prediction of major arrhythmic events
HA Zaidi, RE Jones, DJ Hammersley, S Hatipoglu, G Balaban, L Mach, ...
Frontiers in Cardiovascular Medicine 10, 1082778, 2023
22023
A Newton’s Method Finite Element Algorithm for Fluid-Structure Interaction
G Balaban
22012
Mechanical imaging of dynamic patient stress patterns
HN Finsberg, G Balaban, J Sundnes, HH Odland, M Rognes, ST Wall
12015
A Newton method for fluid-structure interaction using full Jacobians based on automatic form differentiation
G Balaban, A Logg, ME Rognes
6th European Congress on Computational Methods in Applied Sciences and …, 2012
12012
Left ventricular shape remodelling predicts major arrhythmic events in stable coronary artery disease
H Zaidi, R Jones, D Hammersley, S Hatipoglu, G Balaban, L Mach, ...
Europace 25 (Supplement_1), euad122. 289, 2023
2023
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