Steffen Schuler

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 18

Top Topics

Statistical Shape Model

Supervised And Unsupervised Learning

Cardiac Motion Estimation

Top Venues

IEEE Trans. Biomed. Eng.

Medical Image Anal.

Publications

Nicolas Pilia, Steffen Schuler, Maike Rees, Gerald Moik, Danila Potyagaylo, Olaf Dössel, Axel Loewe
Non-invasive localization of the ventricular excitation origin without patient-specific geometries using deep learning. Artif. Intell. Medicine 143 (2023)
Tobias Gerach, Jonathan Krauß, Steffen Schuler, Axel Loewe
Whole Heart Simulation of Severe Aortic Stenosis Using a Lumped Parameter Model of Heart Valve Dynamics. CinC (2023)
Steffen Schuler, Matthias Schaufelberger, Laura R. Bear, Jake A. Bergquist, Matthijs J. M. Cluitmans, Jaume Coll-Font, Önder Nazim Onak, Brian Zenger, Axel Loewe, Rob S. MacLeod, Dana H. Brooks, Olaf Dössel
Reducing Line-of-Block Artifacts in Cardiac Activation Maps Estimated Using ECG Imaging: A Comparison of Source Models and Estimation Methods. IEEE Trans. Biomed. Eng. 69 (6) (2022)
Nicolas Pilia, Steffen Schuler, Maike Rees, Gerald Moik, Danila Potyagaylo, Olaf Dössel, Axel Loewe
Non-invasive Localization of the Ventricular Excitation Origin Without Patient-specific Geometries Using Deep Learning. CoRR (2022)
Giorgio Luongo, Steffen Schuler, Armin Luik, Tiago P. Almeida, Diogo C. Soriano, Olaf Dössel, Axel Loewe
Non-Invasive Characterization of Atrial Flutter Mechanisms Using Recurrence Quantification Analysis on the ECG: A Computational Study. IEEE Trans. Biomed. Eng. 68 (3) (2021)
Giorgio Luongo, Steffen Schuler, Massimo W. Rivolta, Olaf Dössel, Roberto Sassi, Axel Loewe
Semi-Supervised vs. Supervised Learning for Discriminating Atrial Flutter Mechanisms Using the 12-lead ECG. CinC (2021)
Claudia Nagel, Steffen Schuler, Olaf Dössel, Axel Loewe
A bi-atrial statistical shape model for large-scale in silico studies of human atria: Model development and application to ECG simulations. Medical Image Anal. 74 (2021)
Steffen Schuler, Nicolas Pilia, Danila Potyagaylo, Axel Loewe
Cobiveco: Consistent biventricular coordinates for precise and intuitive description of position in the heart - with MATLAB implementation. Medical Image Anal. 74 (2021)
Tobias Gerach, Steffen Schuler, Ekaterina Kovacheva, Olaf Dössel, Axel Loewe
Consequences of Using an Orthotropic Stress Tensor for Left Ventricular Systole. CinC (2020)
Jeanne van der Waal, Veronique Meijborg, Steffen Schuler, Ruben Coronel, Thom F. Oostendorp
In silico validation of electrocardiographic imaging to reconstruct the endocardial and epicardial repolarization pattern using the equivalent dipole layer source model. Medical Biol. Eng. Comput. 58 (8) (2020)
Giorgio Luongo, Steffen Schuler, Massimo Walter Rivolta, Olaf Dössel, Roberto Sassi, Axel Loewe
Automatic ECG-based Discrimination of 20 Atrial Flutter Mechanisms: Influence of Atrial and Torso Geometries. CinC (2020)
Steffen Schuler, Danila Potyagaylo, Olaf Dössel
Using a Spatio-Temporal Basis for ECG Imaging of Ventricular Pacings: Insights From Simulations and First Application to Clinical Data. EMBC (2019)
Matthias Schaufelberger, Steffen Schuler, Laura Bear, Matthijs J. M. Cluitmans, Jaume Coll-Font, Önder Nazim Onak, Olaf Dössel, Dana H. Brooks
Comparison of Activation Times Estimation for Potential-Based ECG Imaging. CinC (2019)
Steffen Schuler, Jess D. Tate, Thom F. Oostendorp, Robert S. MacLeod, Olaf Dössel
Spatial Downsampling of Surface Sources in the Forward Problem of Electrocardiography. FIMH (2019)
Steffen Schuler, Danila Potyagaylo, Olaf Dössel
Delay-Based Regularization for ECG Imaging of Transmembrane Voltages. CinC (2019)
Jess D. Tate, Steffen Schuler, Olaf Dössel, Robert S. MacLeod, Thom F. Oostendorp
Correcting Undersampled Cardiac Sources in Equivalent Double Layer Forward Simulations. FIMH (2019)
Steffen Schuler, Axel Loewe, Olaf Dössel
Forcing Transmembrane Voltages to Decrease Slowly: A Temporal Regularization for ECG Imaging. CinC (2018)
Steffen Schuler, Danila Potyagaylo, Olaf Dössel
ECG Imaging of Simulated Atrial Fibrillation: Imposing Epi-Endocardial Similarity Facilitates the Reconstruction of Transmembrane Voltages. CinC (2017)
Matthias Walter Keller, Steffen Schuler, Mathias Wilhelms, Gustavo Lenis, Gunnar Seemann, Claus Schmitt, Olaf Dössel, Armin Luik
Characterization of Radiofrequency Ablation Lesion Development Based on Simulated and Measured Intracardiac Electrograms. IEEE Trans. Biomed. Eng. 61 (9) (2014)
Matthias Walter Keller, Steffen Schuler, Armin Luik, Gunnar Seemann, Christopher Schilling, Claus Schmitt, Olaf Dössel
Comparison of simulated and clinical intracardiac electrograms. EMBC (2013)