IBT Publications of the year 2022


Journal Articles (22)

B. Winkler, C. Nagel, N. Farchmin, S. Heidenreich, A. Loewe, O. Dössel, and M. Bär.
Global Sensitivity Analysis and Uncertainty Quantification for Simulated Atrial Electrocardiograms.
In Metrology, vol. 3(1) , pp. 1-28, 2022
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L. P. Lindner, T. Gerach, T. Jahnke, A. Loewe, D. Weiss, and C. Wieners.
Efficient time splitting schemes for the monodomain equation in cardiac electrophysiology..
In International Journal for Numerical Methods in Biomedical Engineering, pp. e3666-e3666, 2022
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N. Tóth, A. Loewe, J. Szlovák, Z. Kohajda, G. Bitay, J. Levijoki, J. G. Papp, A. Varró, and N. Nagy.
The reverse mode of the Na+/Ca2+ exchanger contributes to the pacemaker mechanism in rabbit sinus node cells.
In Scientific Reports, vol. 12(21830) , 2022
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A. Amsaleg, J. Sánchez, R. Mikut, and A. Loewe.
Characterization of the pace-and-drive capacity of the human sinoatrial node: A 3D in silico study..
In Biophysical journal, vol. 121(22) , pp. 4247-4259, 2022
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J. Bender, C. Nagel, J. Fröhlich, C. Wieners, O. Dössel, and A. Loewe.
A Large-scale Virtual Patient Cohort to Study ECG Features of Interatrial Conduction Block.
In Current Directions in Biomedical Engineering, vol. 8(2) , pp. 97-100, 2022
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N. Skupien, C. Barrios Espinosa, O. Dössel, and A. Loewe.
Refining the Eikonal Model to Reproduce the Influence of Atrial Tissue Geometry on Conduction Velocity.
In Current Directions in Biomedical Engineering, vol. 8(2) , pp. 133-136, 2022
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C. Kaiser, M. Schaufelberger, R. P. Kühle, A. Wachter, F. Weichel, N. Hagen, F. Ringwald, U. Eisenmann, M. Engel, C. Freudlsperger, and W. Nahm.
Generative-Adversarial-Network-Based Data Augmentation for the Classification of Craniosynostosis.
In Current Directions in Biomedical Engineering, vol. 8(2) , pp. 17-20, 2022
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J. G. Siles-Paredes, C. J. Crowley, F. H. Fenton, N. Bhatia, S. Iravanian, I. Sandoval, A. Pollnow, O. Dössel, J. Salinet, and I. Uzelac.
Circle Method for Robust Estimation of Local Conduction Velocity High-Density Maps From Optical Mapping Data: Characterization of Radiofrequency Ablation Sites.
In Frontiers in Physiology, vol. 13(Article 794761) , 2022
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G. Luongo, G. Vacanti, V. Nitzke, D. Nairn, C. Nagel, D. Kabiri, T. P. Almeida, D. C. Soriano, M. W. Rivolta, G. A. Ng, O. Dössel, A. Luik, R. Sassi, C. Schmitt, and A. Loewe.
Hybrid machine learning to localize atrial flutter substrates using the surface 12-lead electrocardiogram.
In EP Europace, vol. 24(7) , pp. 1186-1194, 2022
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L. Krames, P. Suppa, and W. Nahm.
Does the 3D Feature Descriptor Impact The Registration Accuracy in Laparoscopic Liver Surgery?.
In Current Directions in Biomedical Engineering, vol. 8(1) , pp. 46-49, 2022
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M. Schaufelberger, R. Kühle, A. Wachter, F. Weichel, N. Hagen, F. Ringwald, U. Eisenmann, J. Hoffmann, M. Engel, C. Freudlsperger, and W. Nahm.
A Radiation-Free Classification Pipeline for Craniosynostosis Using Statistical Shape Modeling.
In Diagnostics, vol. 12(7) , pp. 1516, 2022
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S. Schuler, M. Schaufelberger, L. R. Bear, J. A. Bergquist, M. J. M. Cluitmans, J. Coll-Font, O. N. Onak, B. Zenger, A. Loewe, R. S. MacLeod, D. H. Brooks, and O. Dossel.
Reducing Line-of-Block Artifacts in Cardiac Activation Maps Estimated Using ECG Imaging: A Comparison of Source Models and Estimation Methods.
In IEEE Transactions on Biomedical Engineering, vol. 69(6) , pp. 2041-2052, 2022
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J. Sánchez, and A. Loewe.
A Review of Healthy and Fibrotic Myocardium Microstructure Modeling and Corresponding Intracardiac Electrograms.
In Frontiers in Physiology, vol. 13, 2022
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T. Gerach, S. Appel, J. Wilczek, K. S. Golba, T. Jadczyk, and A. Loewe.
Dyssynchronous Left Ventricular Activation is Insufficient for the Breakdown of Wringing Rotation.
In Frontiers in Physiology, vol. 13, 2022
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A. Loewe, and H. Anzt.
Es ist Zeit über Forschungssoftware zu reden.
2022
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L. A. Unger, L. Schicketanz, T. Oesterlein, M. Stritt, A. Haas, C. Martínez Antón, K. Schmidt, O. Doessel, and A. Luik.
Local Electrical Impedance Mapping of the Atria: Conclusions on Substrate Properties and Confounding Factors.
In Frontiers in Physiology, vol. 12, 2022
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C. Nagel, M. Schaufelberger, O. Dössel, and A. Loewe.
A Bi-atrial Statistical Shape Model as a Basis to Classify Left Atrial Enlargement from Simulated and Clinical 12-Lead ECGs.
In Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, vol. 13131, pp. 38-47, 2022
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F. Bach, J. Klar, A. Loewe, J. Sánchez, G. Seemann, Y.-L. Huang, and R. Ulrich.
The openCARP CDE - Concept for and implementation of a sustainable collaborative development environment for research software.
In Bausteine Forschungsdatenmanagement, vol. 2022(1) , pp. 64-84, 2022
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J. Brenneisen, O. Dössel, and A. Loewe.
Influence of pressure boundary condition definition on flow patterns in cardiac simulations.
In Modeling the Cardiac Function, 2022
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A. Luik, K. Schmidt, A. Haas, L. Unger, P. Tzamalis, and B. Brüggenjürgen.
Ablation of Left Atrial Tachycardia following Catheter Ablation of Atrial Fibrillation: 12-Month Success Rates.
In Journal of Clinical Medicine, vol. 11(4) , pp. 1047, 2022
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O. Berenfeld, V. D. A. Corino, A. Loewe, J. P. Martínez, and J. F. Rodriguez Matas.
Editorial: Atrial Fibrillation: Technology for Diagnosis, Monitoring, and Treatment.
In Frontiers in Physiology, vol. 13, 2022
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G. Luongo, F. Rees, D. Nairn, M. W. Rivolta, O. Dössel, R. Sassi, C. Ahlgrim, L. Mayer, F.-J. Neumann, T. Arentz, A. Jadidi, A. Loewe, and B. Müller-Edenborn.
Machine Learning Using a Single-Lead ECG to Identify Patients With Atrial Fibrillation-Induced Heart Failure.
In Frontiers in Cardiovascular Medicine, vol. 9, 2022
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Book Chapters (2)

A. Loewe, G. Luongo, and J. Sánchez.
Machine Learning for Clinical Electrophysiology.
In Innovative Treatment Strategies for Clinical Electrophysiology, Springer Nature Singapore, Singapore, pp. 93-109, 2022
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A. Loewe, P. Martínez Díaz, C. Nagel, and J. Sánchez.
Cardiac Digital Twin Modeling.
In Innovative Treatment Strategies for Clinical Electrophysiology, Springer Nature Singapore, Singapore, pp. 111-134, 2022
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Conference Contributions (10)

C. Nagel, J. Osypka, L. Anna Unger, D. Nairn, A. Luik, R. Wakili, O. Doessel, and A. Loewe.
Improving Clinical ECG-based Atrial Fibrosis Quantification With Neural Networks Through in silico P waves From an Extensive Virtual Patient Cohort.
In 2022 Computing in Cardiology Conference, vol. 49, 2022
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A. Dasí, C. Nagel, A. Loewe, J. Camps, A. Bueno-Orovio, and B. Rodriguez.
Electrogram analysis reveals ionic current dysregulation relevant for atrial fibrillation.
In 2022 Computing in Cardiology Conference, vol. 49, 2022
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P. Aston, T. Mehari, A. Bosnjakovic, P. M. Harris, A. Sundar, S. E. Williams, O. Doessel, A. Loewe, C. Nagel, and N. Strodthoff.
Multi-Class ECG Feature Importance Rankings: Cardiologists vs. Algorithms.
In 2022 Computing in Cardiology Conference, vol. 49, 2022
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C. A. Barrios Espinosa, J. Sánchez, O. Doessel, and A. Loewe.
Diffusion Reaction Eikonal Alternant Model: Towards Fast Simulations of Complex Cardiac Arrhythmias.
In 2022 Computing in Cardiology Conference, vol. 49, 2022
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P. Martínez Díaz, J. Sánchez, C. Nagel, M. Martinez Perez, I. Hernández-Romero, M. de la Salud Guillem Sánchez, O. Doessel, and A. Loewe.
Personalized Modeling of Atrial Activation and P-waves: a Comparison Between Invasive and Non-Invasive Cardiac Mapping.
In 2022 Computing in Cardiology Conference, vol. 49, 2022
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J. Krauss, T. Gerach, and A. Loewe.
Effects of Ventricular Myofiber Orientation on Mechanical Function in Human Heart Simulations.
In 2022 Computing in Cardiology Conference, vol. 49, 2022
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J. Venton, K. Gillette, M. Gsell, A. Loewe, C. Nagel, B. Winkler, and L. Wright.
Sensitivity Analysis of Electrocardiogram Features to Computational Model Input Parameters.
In 2022 Computing in Cardiology Conference, vol. 49, 2022
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C. Martínez Antón, J. Sánchez, A. Heinkele, L. Anna Unger, A. Haas, K. Schmidt, A. Luik, A. Loewe, and O. Doessel.
Effect of Contact Force on Local Electrical Impedance in Atrial Tissue - an In Silico Evaluation.
In 2022 Computing in Cardiology Conference, vol. 49, 2022
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L. Krames, P. Suppa, and W. Nahm.
Generation of Synthetic Data for the Comparison of Different 3D-3D Registration Approaches in Laparoscopic Surgery.
In 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022
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J. Brenneisen, D. Müller, A. Stroh, B. Frohnapfel, O. Dössel, and A. Loewe.
Cardiac fluid dynamics based on immersed boundary method for application in hypertrophic cardiomyopathy.
In 7th International Conference on Computational & Mathematical Biomedical Engineering - CMBE2021, pp. 439 - 442, 2022
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Dissertations (8)

L. A. Unger.
Multimodal Characterization of the Atrial Substrate - Risks and Rewards of Electrogram and Impedance Mapping.
Karlsruher Institut für Technologie (KIT). Dissertation. 2022
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T. Gerach.
Personalized Electromechanical Modeling of the Human Heart: Challenges and Opportunities for the Simulation of Pathophysiological Scenarios.
Karlsruher Institut für Technologie (KIT). Dissertation. 2022
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A. Wachter.
Generation of Artificial Image and Video Data for Medical Deep Learning Applications.
Karlsruher Institut für Technologie (KIT). Dissertation. 2022
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D. Nairn.
Multi-Modality Correspondence to Enhance Arrhythmogenic Atrial Substrate Identification: Guiding Persistent Atrial Fibrillation Ablation Therapy.
Karlsruher Institut für Technologie (KIT). Dissertation. 2022
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L. Azzolin.
Atrial Digital Twins to Assess Arrhythmia Vulnerability and Guide Ablation Therapy: Leverage Patient-Specific Atrial Models to Understand Atrial Fibrillation Mechanisms and Provide Personalized Treatments.
Karlsruher Institut für Technologie (KIT). Dissertation. 2022
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J. P. Sánchez Arciniegas.
A Multiscale In Silico Study to Characterize the Atrial Electrical Activity of Patients With Atrial Fibrillation : A Translational Study to Guide Ablation Therapy.
KIT Scientific Publishing. Dissertation. 2022
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S. F. Schuler.
Novel Methods to Incorporate Physiological Prior Knowledge into the Inverse Problem of Electrocardiography - Application to Localization of Ventricular Excitation Origins.
Karlsruher Institut für Technologie (KIT). Dissertation. 2022
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L. Baron.
In Silico Modeling, Simulation and Optimization of Human Cardiac Motion.
Karlsruher Institut für Technologie (KIT). Dissertation. 2022
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Student Theses (20)

S. Appel.
Role of Stretch Activated Currents in the Initiation and Perpetuation of Atrial Fibrillation.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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C. Goetz.
Atrial Division Method for Regional and Quantitative Analysis.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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E. Prüßmeier.
Entwicklung eines Teststandes für Handprothesen mit automatischer Fehlerdetektion durch Bilderkennung.
Institut für Biomedizinische Technik, Karlsruher Institut für Technologie (KIT). Masterarbeit. 2022
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A. G. Tóth.
Geometric Reconstruction of the Anterior Chamber of the Eye with Intraoperative Optical Coherence Tomography.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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L. Hangyu.
Detection of Anxiety Using Non-invasive Biosignals.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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V. Agafonov.
Low-cost Swept Source Optical Coherence Tomography.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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M. Reiß.
Termination Prediction in Atrial Fibrillation via Intracardiac Electrograms using Signal Processing and Machine Learning.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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J. Bender.
Classification of Interatrial Conduction Block Based on P waves of the 12-lead ECG.
Institute for Applied and Numerical Mathematics; Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Bachelorarbeit. 2022
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S. Schürmann.
Shape-model-based skull estimation from head surface.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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M. A. Vu.
Analyse und Korrektur der Verzerrungseffekte an der Cornea in OCT-Bildern.
Institut für Biomedizinische Technik, Karlsruher Institut für Technologie (KIT). Bachelorarbeit. 2022
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H. Welle.
Parameter Optimisation for Eikonal Simulations of Ventricular Activation Based on 12-lead Electrocardiograms from a Clinical Cohort.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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A. Amsaleg.
In silico characterization of pace-and-drive capacity of the human sinus node: effects of cellular variability and tissue structure.
Institute for Automation and Applied Informatics (IAI); Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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A. D. Heinkele.
Impact of contact force in local impedance characterization of cardiac tissue.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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C. Kaiser.
Ray-based Assessment of Craniosynostosis: Classification, Data Augmentation and Feature Analysis.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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A. Carré.
Accuracy and reproducibility of MR Fingerprinting for different sampling schemes.
Institute of Measurement and Control Systems; Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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J. Kriechbaum.
Performance Assessment of a Compliant 2D Self-Sensing Hall-Sensor Array for Passive Magnetic Tracking.
Health Robotics and Automation (HERA); Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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D. Krnjaca.
Generation of a Statistical Shape Model for the Liver.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Bachelorarbeit. 2022
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E. Oberschulte genannt Beckmann.
A novel low-energy pacing approach to control Atrial Fibrillation induced by a phase singularity distribution.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Bachelorarbeit. 2022
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M. Yu.
Study of the intra-cardiac electrogram signals using in-silico experiments to asses the impact of the atrial geometry.
Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Masterarbeit. 2022
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M. Franz.
Simulation and analysis of fluid dynamic effects in the presence of plaque in the coronary arteries.
Institute of Fluid Mechanics; Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT). Bachelorarbeit. 2022
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