Dr.-Ing. Danila Potyagaylo

  • Alumnus
Completed bachelor or master theses
title type person in charge tutor
Master thesis

Christian Ritter

Bachelor thesis

Zhasur Zhamoliddinov

Bachelorarbeit

Antonia Reinke

Summer Internship

Vynnie Kong

Bachelor thesis

Christian Ritter

Internship thesis

Esraa Ragaa Khaled Fattoh

Bachelor thesis

Max Segel 

Bachelor thesis

Rasmus Jones 

Student research project

Kathryn Vogel 

Bachelor thesis

Patrick Mackens

Publications

All Publications, sorted by years

          2015 2014 2013 2012 [Alle]


Journal Articles (13)

D. Potyagaylo, O. Dossel, and P. van Dam.
Influence of Modeling Errors on the Initial Estimate for Nonlinear Myocardial Activation Times Imaging Calculated With Fastest Route Algorithm.
In IEEE Transactions on Biomedical Engineering, vol. 63(12) , pp. 2576-2584, 2016
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D. Potyagaylo, A. Loewe, P. van Dam, and O. Dössel.
ECG imaging of focal atrial excitation: Evaluation in a realistic simulation setup.
In Computing in Cardiology, vol. 43, pp. 113-116, 2016
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D. Potyagaylo, O. Dössel, G. Seemann, and W. Schulze.
Magnetocardiography did not uncover electrically silent ischemia in an in-silico study case.
In Computing in Cardiology, vol. 42, pp. 1145-1148, 2015
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D. Potyagaylo, E. G. Cortés, W. H. W. Schulze, and O. Dössel.
Binary optimization for source localization in the inverse problem of ECG.
In Medical & Biological Engineering & Computing, vol. 52(9) , pp. 717-728, 2014
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N. Pilia, S. Schuler, M. Rees, G. Moik, D. Potyagaylo, O. Dössel, and A. Loewe.
Non-invasive localization of the ventricular excitation origin without patient-specific geometries using deep learning..
In Artificial Intelligence in Medicine, vol. 143, pp. 102619, 2023
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S. Schuler, N. Pilia, D. Potyagaylo, and A. Loewe.
Cobiveco: Consistent biventricular coordinates for precise and intuitive description of position in the heart – with MATLAB implementation.
In Medical Image Analysis, vol. 74, pp. 102247, 2021
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A. M. Janssen, D. Potyagaylo, O. Dössel, and T. F. Oostendorp.
Assessment of the equivalent dipole layer source model in the reconstruction of cardiac activation times on the basis of BSPMs produced by an anisotropic model of the heart..
In Medical & biological engineering & computing, vol. 56(6) , pp. 1013-1025, 2018
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W. Kahlmann, E. Poremba, D. Potyagaylo, O. Dössel, and A. Loewe.
Modelling of patient-specific Purkinje activation based on measured ECGs.
In Current Directions in Biomedical Engineering, vol. 3(2) , pp. 171-174, 2017
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J. Coll-Font, J. Dhamala, D. Potyagaylo, W. H. Schulze, J. D. Tate, M. S. Guillem, P. van Dam, O. Dössel, D. H. Brooks, and R. S. Macleod.
The Consortium for Electrocardiographic Imaging.
In Computing in Cardiology, vol. 43, pp. 325-328, 2016
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W. H. W. Schulze, Z. Chen, J. Relan, D. Potyagaylo, M. W. Krueger, R. Karim, M. Sohal, A. Shetty, Y. L. Ma, N. Ayache, M. Sermesant, H. Delingette, J. Bostock, R. Razavi, K. S. Rhode, C. A. Rinaldi, and O. Dössel.
ECG imaging of ventricular tachycardia: evaluation against simultaneous non-contact mapping and CMR-derived grey zone.
In Medical & Biological Engineering & Computing, pp. 1-12, 2016
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K. Aras, W. Good, J. Tate, B. Burton, D. Brooks, J. Coll-Font, O. Doessel, W. Schulze, D. Potyagaylo, L. Wang, P. van Dam, and R. MacLeod.
Experimental Data and Geometric Analysis Repository - EDGAR.
In Journal of Electrocardiology, vol. 48(6) , pp. 975-981, 2015
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W. H. W. Schulze, P. Mackens, D. Potyagaylo, K. Rhode, E. Tulumen, R. Schimpf, T. Papavassiliu, M. Borggrefe, and O. Dössel.
Automatic camera-based identification and 3-D reconstruction of electrode positions in electrocardiographic imaging.
In Biomedizinische Technik. Biomedical Engineering, vol. 59(6) , pp. 515-528, 2014
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W. H. W. Schulze, D. Potyagaylo, and O. Dössel.
Predicting the accuracy of cardiac pace mapping from lead field matrix characteristics.
In Journal of Electrocardiology, vol. 46(4) , pp. e37, 2013
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Conference Contributions (25)

D. Potyagaylo, W. H. W. Schulze, and O. Dössel.
Binary Optimization Approach in the TMV-Based Inverse Problem of ECG.
In ECG Imaging Workshop, 2015
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D. Potyagaylo, E. G. Cortes, W. H. W. Schulze, and O. Dössel.
Synthesis and analysis models for sparse signal reconstruction in the inverse problem of ECG.
In Biomedizinische Technik / Biomedical Engineering, vol. 59(s1) , pp. 941-944, 2014
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D. Potyagaylo, W. H. W. Schulze, and O. Dössel.
Local regularization of endocardial and epicardial surfaces for better localization of ectopic beats in the inverse problem of ECG.
In Computing in Cardiology Conference, vol. 41, pp. 837-840, 2014
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D. Potyagaylo, W. H. W. Schulze, and O. Dössel.
Local regularization in the inverse problem of electrocardiography.
In Biomedizinische Technik. Biomedical Engineering, vol. 58(s1) , 2013
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D. Potyagaylo, M. Segel, W. H. W. Schulze, and O. Dössel.
Noninvasive Localization of Ectopic Foci: a New Optimization Approach for Simultaneous Reconstruction of Transmembrane Voltages and Epicardial Potentials.
In FIMH, LNCS 7945, pp. 166-173, 2013
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D. Potyagaylo, W. H. W. Schulze, and O. Dössel.
Solving the transmembrane potential based inverse problem of ECG under physiological constraints on the solution range.
In Biomedizinische Technik / Biomedical Engineering, vol. 57(s1) , pp. 170, 2012
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D. Potyagaylo, W. H. W. Schulze, and O. Dössel.
A new method for choosing the regularization parameter in the transmembrane potential based inverse problem of ECG.
In Computing in Cardiology, pp. 29-32, 2012
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S. Schuler, D. Potyagaylo, and O. Dössel.
Delay-Based Regularization for ECG Imaging of Transmembrane Voltages.
In Computing in Cardiology, vol. 46, 2019
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S. Schuler, D. Potyagaylo, and O. Dössel.
Using a Spatio-Temporal Basis for ECG Imaging of Ventricular Pacings: Insights From Simulations and First Application to Clinical Data.
In 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1559-1562, 2019
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N. Pilia, C. Ritter, D. Potyagaylo, W. H. W. Schulze, O. Dössel, and G. Lenis.
Determination of the excitation origin in the ventricles from the ECG using support vector regression.
In Current Directions in Biomedical Engineering, vol. 3(2) , pp. 257-260, 2017
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S. Schuler, D. Potyagaylo, and O. Dössel.
ECG Imaging of Simulated Atrial Fibrillation: Imposing Epi-Endocardial Similarity Facilitates the Reconstruction of Transmembrane Voltages.
In Computing in Cardiology, vol. 44, 2017
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C. Ritter, G. Lenis, W. H. W. Schulze, D. Potyagaylo, and O. Dössel.
Offset removal methods for the body surface potential map to improve the ECG imaging of ventricular ectopic beats.
In Biosignalverarbeitung und Magnetische Methoden in der Medizin. Proceedings BBS 2016, pp. 1-4, 2016
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C. Ritter, W. H. W. Schulze, D. Potyagaylo, and O. Dössel.
An ideally parameterized unscented Kalman filter for the inverse problem of electrocardiography.
In Current Directions in Biomedical Engineering, vol. 1(1) , pp. 395-399, 2015
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W. H. W. Schulze, D. Potyagaylo, R. Schimpf, M. Borggrefe, and O. Dössel.
Clinical Validation of ECG Imaging: Ventricular Activity.
In ECG Imaging Workshop, 2015
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W. H. W. Schulze, D. Potyagaylo, R. Schimpf, T. Papavassiliu, E. Tulumen, B. Rudic, O. Dössel, V. Liebe, C. Doesch, J. Trächtler, and M. Borggrefe.
A simulation dataset for ECG imaging of paced beats with models for transmural, endo- and epicardial and pericardial source imaging.
In ECG Imaging Workshop, 2015
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A. Reinke, D. Potyagaylo, W. H. W. Schulze, and O. Dössel.
Geometrical model and corresponding conductivities for solving the inverse problem of ECG.
In Biomedizinische Technik / Biomedical Engineering, vol. 59(s1) , pp. 937-940, 2014
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W. H. W. Schulze, T. Fritz, D. Potyagaylo, J. Trächtler, R. Schimpf, T. Papavassiliu, E. Tülümen, B. Rudic, O. Dössel, V. Liebe, C. Doesch, and M. Borggrefe.
Effect of mesh resolution on forward calculations of the electrocardiogram in a simplified thorax model.
In Biomedizinische Technik / Biomedical Engineering, vol. 59(s1) , pp. 945-948, 2014
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W. H. W. Schulze, D. Potyagaylo, and O. Dössel.
ECG Imaging - Workflow and Mathematical Concepts.
In Integrating Modalities and Scales in Life Science Imaging, 2014
  
R. Jones, W. H. W. Schulze, D. Potyagaylo, O. Dössel, and F. M. Weber.
Computing lead-field matrices for a body tissue conductivity range.
In Biomedizinische Technik / Biomedical Engineering, vol. 58(s1) , 2013
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W. H. W. Schulze, F. Elies Henar, D. Potyagaylo, A. Loewe, M. Stenroos, and O. Dössel.
Kalman Filter with Augmented Measurement Model: an ECG Imaging Simulation Study.
In FIMH, LNCS 7945, pp. 200-207, 2013
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W. H. W. Schulze, R. Schimpf, T. Papavassiliu, D. Potyagaylo, E. Tulumen, B. Rudic, O. Dössel, V. Liebe, C. Doesch, T. Konrad, C. Veltmann, and M. Borggrefe.
Electrode arrangements for ECG imaging under practical constraints of a catheter lab setting.
In Biomedizinische Technik / Biomedical Engineering, vol. 58(s1) , 2013
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D. T. Rudolph, W. H. W. Schulze, D. Potyagaylo, M. W. Krueger, and O. Dössel.
Reconstruction of atrial excitation conduction velocities and implementation into the inverse problem of electrocardiography.
In Biomedizinische Technik / Biomedical Engineering, vol. 57(s1) , pp. 179-182, 2012
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W. H. W. Schulze, D. Potyagaylo, and O. Dössel.
Activation time imaging in the presence of myocardial ischemia: Choice of initial estimates for iterative solvers.
In Computing in Cardiology, 2011, vol. 39, pp. 961-964, 2012
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W. H. W. Schulze, D. Potyagaylo, H. F. Elies, and O. Dössel.
Training of a kalman filter with augmented measurement model on scar data for noninvasive cardiac imaging.
In Biomedizinische Technik / Biomedical Engineering, vol. 57(s1) , pp. 175, 2012
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W. H. W. Schulze, B. Wang, D. Potyagaylo, and O. Dössel.
Use of a tolerance operator in wavefront-based ECG imaging of transmembrane voltages.
In IFMBE Proceedings World Congress on Medical Physics and Biomedical Engineering, vol. 39, 2012
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Awards

Klee Award of the German Society for Biomedical Engineering (DGBMT)
Danila Potyagaylo, Non-invasive Electrocardiographic Imaging of Ventricular Activities

Best poster award on the conference Computers in Cardiologie at Krakau: W. H. W. SchulzeD. PotyagayloO. Dössel
Activation Time Imaging in the Presence of Myocardial Ischemia: Choice of Initial Estimates for Iterative Solvers; Computing in Cardiology (accepted), 2012