IBT Publications by Nagel of the year 2022


Journal Articles (9)

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
  PDF        
C. Nagel, C. B. Espinosa, K. Gillette, M. A. Gsell, J. Sánchez, G. Plank, O. DÖssel, and A. Loewe.
Comparison of Propagation Models and Forward Calculation Methods on Cellular, Tissue and Organ Scale Atrial Electrophysiology.
In IEEE Transactions on Biomedical Engineering(4359967) , pp. 1-12, 2022
  PDF        
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
  PDF      
K. Gillette, M. A. F. Gsell, C. Nagel, J. Bender, B. Winkler, S. E. Williams, M. Bär, T. Schäffter, O. Dössel, G. Plank, and A. Loewe.
MedalCare-XL: 16,900 healthy and pathological 12 lead ECGs obtained through electrophysiological simulations.
In eprint, 2022
  PDF    
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
  PDF        
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
  PDF        
D. Nairn, M. Eichenlaub, B. Müller-Edenborn, H. Lehrmann, C. Nagel, L. Azzolin, G. Luongo, R. Figueras Ventura, B. Rubio Forcada, A. Colomer, T. Arentz, O. Dössel, A. Loewe, and A. Jadidi.
LGE-MRI for diagnosis of left atrial cardiomyopathy as identified in high-definition endocardial voltage and conduction velocity mapping.
In medRxiv, 2022
  PDF    
L. Azzolin, M. Eichenlaub, C. Nagel, D. Nairn, J. Sánchez, L. Unger, O. Dössel, A. Jadidi, and A. Loewe.
AugmentA: Patient-specific Augmented Atrial model Generation Tool.
In medRxiv, 2022
  PDF    
D. Nairn, M. Eichenlaub, H. Lehrmann, B. Müller-Edenborn, J. Chen, T. Huang, C. Nagel, J. Sánchez, G. Luongo, T. Arentz, O. Dössel, A. Jadidi, and A. Loewe.
Spatial Correlation of Left Atrial Low Voltage Substrate in Sinus Rhythm versus Atrial Fibrillation: Identifying the Pathological Substrate Irrespective of the Rhythm.
2022
  PDF    

Book Chapters (1)

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
  PDF      

Conference Contributions (5)

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
  PDF      
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
  PDF      
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
  PDF      
P. Martinez Diaz, 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
  PDF      
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
  PDF      

Dissertations (1)

C. Nagel.
Multiscale Cohort Modeling of Atrial Electrophysiology : Risk Stratification for Atrial Fibrillation through Machine Learning on Electrocardiograms.
Karlsruher Institut für Technologie (KIT). Dissertation. 2022
  PDF