Non-invasive localization of the ventricular excitation origin without patient-specific geometries using deep learning.

Steffen Schuler https://orcid.org/0000-0001-6515-3807 https://www.wikidata.org/entity/Q85879472

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. 102619 2023 September 143 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2023.102619 https://www.wikidata.org/entity/Q120512015 db/journals/artmed/artmed143.html#PiliaSRMPDL23

Tobias Gerach Jonathan Krauß Steffen Schuler Axel Loewe Whole Heart Simulation of Severe Aortic Stenosis Using a Lumped Parameter Model of Heart Valve Dynamics. 1-4 2023 CinC https://doi.org/10.22489/CinC.2023.162 conf/cinc/2023 db/conf/cinc/cinc2023.html#GerachKSL23

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. 2041-2052 2022 69 IEEE Trans. Biomed. Eng. 6 https://doi.org/10.1109/TBME.2021.3135154 https://www.wikidata.org/entity/Q135941033 db/journals/tbe/tbe69.html#SchulerSBBCCOZL22

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. 2022 abs/2209.08095 CoRR https://doi.org/10.48550/arXiv.2209.08095 db/journals/corr/corr2209.html#abs-2209-08095

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. 102210 2021 74 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102210 db/journals/mia/mia74.html#NagelSDL21

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. 102247 2021 74 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102247 db/journals/mia/mia74.html#SchulerPPL21

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. 914-925 2021 68 IEEE Trans. Biomed. Eng. 3 https://doi.org/10.1109/TBME.2020.2990655 https://www.wikidata.org/entity/Q98194509 db/journals/tbe/tbe68.html#LuongoSLASDL21

Giorgio Luongo Steffen Schuler Massimo Walter Rivolta Olaf Dössel Roberto Sassi Axel Loewe Semi-Supervised vs. Supervised Learning for Discriminating Atrial Flutter Mechanisms Using the 12-lead ECG. 1-4 2021 CinC https://doi.org/10.23919/CinC53138.2021.9662849 conf/cinc/2021 db/conf/cinc/cinc2021.html#LuongoSRDSL21

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. 1739-1749 2020 58 Medical Biol. Eng. Comput. 8 https://doi.org/10.1007/s11517-020-02203-y https://www.wikidata.org/entity/Q96033807 db/journals/mbec/mbec58.html#WaalMSCO20

Tobias Gerach Steffen Schuler Ekaterina Kovacheva Olaf Dössel Axel Loewe Consequences of Using an Orthotropic Stress Tensor for Left Ventricular Systole. 1-4 2020 CinC https://doi.org/10.22489/CinC.2020.246 conf/cinc/2020 db/conf/cinc/cinc2020.html#GerachSKDL20 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. 1-4 2020 CinC https://doi.org/10.22489/CinC.2020.066 conf/cinc/2020 db/conf/cinc/cinc2020.html#LuongoSRDSL20 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. 1-4 2019 CinC https://doi.org/10.22489/CinC.2019.379 https://doi.org/10.23919/CinC49843.2019.9005827 https://www.wikidata.org/entity/Q90451660 conf/cinc/2019 db/conf/cinc/cinc2019.html#SchaufelbergerS19 Steffen Schuler Danila Potyagaylo Olaf Dössel Delay-Based Regularization for ECG Imaging of Transmembrane Voltages. 1-4 2019 CinC https://doi.org/10.22489/CinC.2019.375 https://doi.org/10.23919/CinC49843.2019.9005891 conf/cinc/2019 db/conf/cinc/cinc2019.html#SchulerPD19 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. 1559-1562 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857537 https://www.wikidata.org/entity/Q92695313 conf/embc/2019 db/conf/embc/embc2019.html#SchulerPD19 Steffen Schuler Jess D. Tate Thom F. Oostendorp Robert S. MacLeod Olaf Dössel Spatial Downsampling of Surface Sources in the Forward Problem of Electrocardiography. 29-36 2019 FIMH https://doi.org/10.1007/978-3-030-21949-9_4 conf/fimh/2019 db/conf/fimh/fimh2019.html#SchulerTOMD19 Jess D. Tate Steffen Schuler Olaf Dössel Robert S. MacLeod Thom F. Oostendorp Correcting Undersampled Cardiac Sources in Equivalent Double Layer Forward Simulations. 147-155 2019 FIMH https://doi.org/10.1007/978-3-030-21949-9_17 https://www.wikidata.org/entity/Q91677927 conf/fimh/2019 db/conf/fimh/fimh2019.html#TateSDMO19 Steffen Schuler Axel Loewe Olaf Dössel Forcing Transmembrane Voltages to Decrease Slowly: A Temporal Regularization for ECG Imaging. 2018 CinC http://www.cinc.org/archives/2018/pdf/CinC2018-324.pdf https://doi.org/10.22489/CinC.2018.324 conf/cinc/2018 db/conf/cinc/cinc2018.html#SchulerLD18 1-4 Steffen Schuler Danila Potyagaylo Olaf Dössel ECG Imaging of Simulated Atrial Fibrillation: Imposing Epi-Endocardial Similarity Facilitates the Reconstruction of Transmembrane Voltages. 2017 conf/cinc/2017 CinC https://doi.org/10.22489/CinC.2017.245-303 http://www.cinc.org/archives/2017/pdf/245-303.pdf db/conf/cinc/cinc2017.html#SchulerPD17

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. 2467-2478 2014 61 IEEE Trans. Biomed. Eng. 9 https://doi.org/10.1109/TBME.2014.2322515 https://www.wikidata.org/entity/Q39194741 db/journals/tbe/tbe61.html#KellerSWLSSDL14

Matthias Walter Keller Steffen Schuler Armin Luik Gunnar Seemann Christopher Schilling Claus Schmitt Olaf Dössel Comparison of simulated and clinical intracardiac electrograms. 6858-6861 2013 EMBC https://doi.org/10.1109/EMBC.2013.6611133 https://www.wikidata.org/entity/Q54793521 conf/embc/2013 db/conf/embc/embc2013.html#KellerSLSSSD13 Tiago P. Almeida Laura BearLaura R. Bear Jake BergquistJake A. Bergquist Dana H. Brooks Matthijs J. M. Cluitmans Jaume Coll-Font Ruben Coronel Olaf Dössel Tobias Gerach Matthias W. KellerMatthias Walter Keller Ekaterina Kovacheva Jonathan Krauß Gustavo Lenis Axel Loewe Armin Luik Giorgio Luongo Robert S. MacLeodRob S. MacLeod Veronique Meijborg Gerald Moik Claudia Nagel Onder Nazim OnakÖnder Nazim Onak Thom F. Oostendorp Nicolas Pilia Danila Potyagaylo Maike Rees Massimo Walter Rivolta Roberto Sassi Matthias Schaufelberger Christopher Schilling Claus Schmitt Gunnar Seemann Diogo C. Soriano Jess D. Tate Jeanne van der Waal Mathias Wilhelms Brian Zenger