Publications

International Peer-reviewed Journals

ECG signal processing & ECGI

  1. Y. Serinagaoglu Dogrusoz, N. Rasoolzadeh, B. Ondrusova, P. Hlivak, J. Zelinka, M. Tysler, J. Svehlikova, “Comparison of Dipole-Based and Potential-Based ECGI Methods for Premature Ventricular Contraction Beat Localization with Clinical Data,” Frontiers in Physiology, vol. 14, 2023 (https://doi.org/10.3389/fphys.2023.1197778).
  2. L. R. Bear, J. A. Bergquist, E. Abell, H. Cochet, R. S. MacLeod, R. Dubois, Y. Serinagaoglu, “Investigation into the importance of using natural PVCs and pathological models for potential-based ECGI validation,” Frontiers in Physiology, vol 14, 2023 (https://doi.org/10.3389/fphys.2023.1198002).
  3. O. N. Onak, T. Erenler, Y. Serinagaoglu Dogrusoz, “A Novel Data-Adaptive Regression Framework Based on Multivariate Adaptive Regression Splines for Electrocardiographic Imaging,” IEEE Transactions on Biomedical Engineering, vol. 69, no. 2, pp. 963-974, Feb. 2022, (DOI: 10.1109/TBME.2021.3110767).
  4. A. S. Rababah, L. R. Bear, Y. Serinagaoglu Dogrusoz, W. Good, J. Bergquist, J. Stoks, R. MacLeod, K. Rjoob, M. Jennings, J. Mclaughlin, D. D. Finlay, “The effect of interpolating low amplitude leads on the inverse reconstruction of cardiac electrical activity,” Computers in Biology and Medicine, vol. 136, Sep. 2021 (DOI: 10.1016/j.compbiomed.2021.104666) (Consortium for ECG Imaging collaboration).
  5. L. R. Bear, Y. Serinagaoglu Dogrusoz, W. Good, J. Svehlikova, J. Coll-Font, E. van Dam, R. MacLeod, “The Impact of Torso Signal Processing on Noninvasive Electrocardiographic Imaging Reconstructions,” IEEE Transactions on Biomedical Engineering, vol. 68, no. 2, pp. 436-447, Feb. 2021, (DOI: 10.1109/TBME.2020.3003465) (Consortium for ECG Imaging collaboration).
  6. F. Gharbalchi, Y. Serinagaoglu Dogrusoz, O. N. Onak, G.-W. Weber, “Reduced leadset selection and performance evaluation in the inverse problem of electrocardiography for reconstructing the ventricularly paced electrograms,” Journal of Electrocardiology, vol. 60, pp. 44-53, 2020
  7. T. Erenler, Y. Serinagaoglu Dogrusoz, “ML and MAP estimation of parameters for the Kalman filter and smoother applied to electrocardiographic imaging,” (DOI: 10.1007/s11517-019-02018-6), vol 57, no. 10, pp 2093–2113, Oct 2019.
  8. O. N. Onak, Y. Serinagaoglu Dogrusoz, G. W. Weber, “Evaluation of multivariate adaptive non-parametric reduced-order model for solving the inverse electrocardiography problem: A simulation study,” Medical & Biological Engineering & Computing, (DOI: 10.1007/s11517-018-1934-9), vol. 57, no. 5, pp 967–993, May 2019.
  9. O. N. Onak, Y. Serinagaoglu Dogrusoz, G. W. Weber, “Effects of A Priori Parameter Selection in Minimum Relative Entropy Method on Inverse Electrocardiography Problem,” Inverse Problems in Science and Engineering, vol. 26, no. 6, pp. 877 – 897, 2018.
  10. F. Gharbalchi, Y. Serinagaoglu Dogrusoz, G. W. Weber, “Lanczos bidiagonalization-based inverse solution methods applied to electrical imaging of the heart by using reduced lead-sets: A simulation study,” Cogent Mathematics, vol.3, 2016.
  11. O. N. Onak, Y. Serinagaoglu Dogrusoz, G. W. Weber, “Minimum relative entropy method for inverse electrocardiography problem,” Problems of Nonlinear Analysis in Engineering Systems No.1(41), vol.20, 2014.
  12. Y. Serinagaoglu Dogrusoz, A. Mazloumi Gavgani, “Genetic algorithm-based regularization parameter estimation for the inverse electrocardiography problem using multiple constraints,” Medical & Biological Engineering & Computing, vol. 51, no 4, pp. 367-375, 2013.
  13. U. Aydin, Y. Serinagaoglu Dogrusoz, “A Kalman Filter Based Approach to Reduce the Effects of Geometric Errors and the Measurement Noise in the Inverse ECG Problem”, Medical & Biological Engineering & Computing, vol. 49, no. 9, pp. 1003-1013, 2011.
  14. Y. Serinagaoglu, D.H. Brooks and R.S. MacLeod, “Improved Performance of Bayesian Solutions for Inverse Electrocardiography using Multiple Information Sources,” IEEE Transactions on Biomedical Eng., vol. 53, no. 10, pp. 2024-2034, 2006.
  15. Y. Serinagaoglu, D.H. Brooks and R.S. MacLeod, “Bayesian Solutions and Performance Analysis in Bioelectric Inverse Problems,” IEEE Transactions on Biomedical Eng., vol. 52, no. 6, pp. 1009-1020, 2005.
  16. Y. Serinagaoglu, R.S. MacLeod, B. Yilmaz, and D.H. Brooks, “Multielectrode venous catheter mapping as a high quality constraint for Electrocardiographic inverse solution,” Journal of Electrocardiology, vol. 35 (suppl. 1), no. 4, pp. 65-73, 2002.

Other topics

  1. U. Göreke, S. Habibiabad, K. Azgın, Y. Serinagaoglu Dogrusoz, M. I. Beyaz, “The Development and Performance Characterization of Turbine Prototypes for a MEMS Spirometer,” IEEE Sensors Journal, vol. 16, no. 3, pp. 628 – 633, Feb. 2016.
  2. M. Cavusoglu, T. Ciloglu, Y. Serinagaoglu, M. Kamasak, O. Erogul and T. Akcam, “Investigation of Sequential Properties of Snoring Episodes for Obstructive Sleep Apnoea Identification,” Physiological Measurement, vol. 29, no. 8, pp. 879-898, 2008.
  3. M. Cavusoglu, M. Kamasak, O. Erogul, T. Ciloglu, Y. Serinagaoglu and T. Akcam, “An Efficient Method for Snore/Nonsnore Classification of Sleep Sounds,” Physiological Measurement, vol. 28, no. 8, pp. 841-853, 2007.

International Conferences

  1. J. Svehlikova, N. Rasoolzadeh, B. Ondrusova, P. Hlivak, Y. Serinagaoglu Dogrusoz,  “Two Approaches for Inverse Localization from Clinical ECG Data Using Heart Surface Potentials,” Computing in Cardiology (CinC), Atlanta, Georgia, October 1-4, 2023 (DOI: 10.22489/CinC.2023.374).
  2. Y. S. Dogrusoz, N. Rasoolzadeh, B. Ondrusova, P. Hlivak, J. Svehlikova, “Evaluation of Inverse Electrocardiography Solutions Based on Signal-Averaged Beats to Localize the Origins of Spontaneous Premature Ventricular Contractions in Humans,” 12th International Conference on Functional Imaging and Modeling of the Heart (FIMH), Lyon, France, June 17-19, 2023 (https://doi.org/10.1007/978-3-031-35302-4_17).
  3. N. Rasoolzadeh, B. Ondrusova, Y. Serinagaoglu Dogrusoz, J. Svehlikova, “Effects of Torso Inhomogeneities on Spontaneous PVC Localization in Potential and Dipole-Based Methods,” International Conference on Measurement, Smolenice Castle, Slovakia, May 29-31, 2023 (https://doi.org/10.23919/MEASUREMENT59122.2023.10164347).
  4. N. Rasoolzadeh, J. Svehlikova, B. Ondrusova, Y. S. Dogrusoz, “Variability of Premature Ventricular Contraction Localization with respect to Source and Forward Model Variation in Clinical Data,” Computing in Cardiology (CinC), Tampere, Finland, 2022, DOI:10.22489/CinC.2022.353.
  5. Y. S. Dogrusoz, R. Dubois, E. Abell, M. Cluitmans, L. Bear, “Electrocardiographic Imaging of Sinus Rhythm in Pig Hearts using Bayesian Maximum A Posteriori Estimation,” Computing in Cardiology, Brno, Czech Republic, Sep. 12-15, 2021.
  6. F. Aldemir, Y. S. Dogrusoz, “Compensation of Model Errors in Electrocardiographic Imaging using Bayesian Estimation,” Computing in Cardiology, Brno, Czech Republic, Sep. 12-15, 2021.
  7. Y. S. Dogrusoz, J. Zelinka, J. Svehlikova, “Comparison of Dipole-Based and Potential-Based Inverse ECG Solutions for the Localization of Ventricular Pacing Sites,” Measurement Conference,  Slovakia, 17-19 May 2021.
  8. E. Ozkoc, E. Sunger, K. Ugurlu, Y. S. Dogrusoz, “Prior Model Selection in Bayesian MAP Estimation-Based ECG Reconstruction,” Measurement Conference,  Slovakia, 17-19 May 2021.
  9. Y. Serinagaoglu, T. Erenler, “Use of Simulated Data for the Estimation of Prior Models in Kalman Filter-Based ECGI,” Computing in Cardiology, Rimini, Italy, Sep. 13-16, 2020.
  10. T. Erenler, Y. Serinagaoglu, “Effects of Prior Data on the Inference and Filtering Based Electrocardiographic Imaging,” Computing in Cardiology, Singapore, Sep. 8-11, 2019.
  11. Y. Serinagaoglu Dogrusoz, L. Bear, J. Bergquist, R. Dubois, W. Good, R. MacLeod, A. Rababah and J. Stoks, “Effects of Interpolation on the Inverse Problem of Electrocardiography,” Computing in Cardiology, Singapore, Sep. 8-11, 2019.
  12. Y. Serinagaoglu Dogrusoz, “Statistical Estimation Applied to Electrocardiographic Imaging,” (Keynote lecture) Measurement Conference,  Smolenice Castle, Slovakia, 27-29 May 2019.
  13. O. N. Onak, Y. Serinagaoglu Dogrusoz, G.-W. Weber, “Robustness of Reduced Order Nonparametric Model for Inverse ECG Solution Against Modeling and Measurement Noise,” Computing in Cardiology, Maastricht, The Netherlands, Sep. 23-26, 2018.
  14. T. Erenler, Y. Serinagaoglu, “A Learning Based Statistical Approach for Combining Multiple
    Measurements in Electrocardiographic Imaging,” Computing in Cardiology, Maastricht, The Netherlands, Sep. 23-26, 2018.
  15. L. Bear, Y. Serinagaoglu Dogrusoz, J. Svehlikova, J. Coll-Font, W. Good, E. van Dam, R. MacLeod, E. Abell, R. Walton, R. Coronel, R. Dubois, “Effects of ECG Signal Processing on the Inverse Problem of Electrocardiography, Computing in Cardiology, Maastricht, The Netherlands, Sep. 23-26, 2018.
  16. Y. Serinagaoglu Dogrusoz, L. R. Bear, J. Svehlikova, W. Good, J. Coll-Font, E. van Dam, R. Dubois, R. S. MacLeod, “Reduction of Effects of Noise on the Inverse Problem of Electrocardiography with Bayesian Estimation,” Computing in Cardiology, Maastricht, The Netherlands, Sep. 23-26, 2018.
  17. J. Svehlikova, J. Zelinka, Y. Serinagaoglu Dogrusoz, W. Good, M. Tysler, L. Bear, “Impact of Signal Preprocessing on the Inverse Localization of the Origin of Ventricular Tachycardia,” Computing in Cardiology, Maastricht, The Netherlands, Sep. 23-26, 2018.
  18. O. N. Onak, Y. Serinagaoglu Dogrusoz, G.-W. Weber, “Effect of the Geometric Inaccuracy in MARS-based Inverse ECG Solution Approach,” Computing in Cardiology, Rennes, France, Sep. 24-27, 2017.
  19. E. Yanar, Y. Serinagaoglu Dogrusoz, “Reducing False Arrhythmia Alarms of Patient Monitoring Systems in the Intensive Care Units,” Computing in Cardiology, Rennes, France, Sep. 24-27, 2017.
  20. M. Seyedebrahimi, Y. Serinagaoglu Dogrusoz, “Simulation of Transmembrane Potential Propagation in Normal and Ischemic Tissue Using Aliev-Panfilov Model,” International Conference on Medical Information and Bioengineering (ICMIB 2016), Istanbul, Turkey, Nov. 2-5, 2016.
  21. S. Habibiabad, Y. Serinagaoglu Dogrusoz, M. I. Beyaz, “Characterization and performance estimation of a MEMS spirometer,” 30th Eurosensors Conference, Budapest, Hungary, Sep. 4-7 2016.
  22. Y. Serinagaoglu Dogrusoz, “Estimation of Ectopic Foci in the Heart using Epicardial and Transmembrane Based Solutions of Inverse Electrocardiography,” ECG Imaging Workshop, Bad Herrenalb, Karlsruhe, Germany, Mar. 25-28, 2015.
  23. M. Robaei, Y. Serinagaoglu Dogrusoz and F. Küçükdeveci, “Conceptual Design and Evaluation of a Multichannel ECG Data Acquisition Device,” 8th International Conference on Bio-inspired Systems and Signal Processing, Lisbon, Portugal, Jan. 12-15, 2015.
  24. Y. Serinagaoglu Dogrusoz, “Statistical Approaches in Electrical Imaging of the Heart,” IEEE International Symposium on Biomedical Imaging (ISBI), invited talk – special session, Beijing, China, Apr. 29 – May 2, 2014.
  25. A. Mazloumi Gavgani and Y. Serinagaoglu Dogrusoz, “Noise Reduction Using 2D Anisotropic Diffusion Filter in Inverse Electrocardiography,” XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, Seville, Spain, Sep. 25-28, 2013.
  26. C. Bora, Y. Serinagaoglu, E. Tönük, “A Cellular Automaton Based 2-D Electromechanical Heart Tissue Model,” International Conference on Applied and Computational Mathematics (ICACM), Ankara, Turkey, Oct. 3-6, 2012.
  27. A. Mazloumi Gavgani, Y. Serinagaoglu Dogrusoz, “Noise Reduction using Anisotropic Diffusion Filter in Inverse Electrocardiology,” Annual International Conference of the IEEE EMBS, San Diego, California, USA, Aug. 30 – Sep. 3, 2012.
  28. A. Mazloumi Gavgani, Y. Serinagaoglu Dogrusoz, “Use of Genetic Algorithm for Selection of Regularization Parameters in Multiple Constraint Inverse ECG Problem,” Annual International Conference of the IEEE EMBS, Boston, MA, USA, Aug. 30 – Sep. 3, 2011.
  29. E. Karci, Y. Serinagaoglu Dogrusoz, T. Ciloglu, “Detection of Post Apnea Sounds and Apnea Periods from Sleep Sounds,” Annual International Conference of the IEEE EMBS, Boston, MA, USA, Aug. 30 – Sep. 3, 2011.
  30. S. Sarikaya, G.-W. Weber, Y. Serinagaoglu Dogrusoz, “Combination of Conventional Regularization Methods and Genetic Algorithm for Solving the Inverse Problem of Electrocardiography,” International Symposium on Health Informatics and Bioinformatics, (HIBIT) , Antalya, Turkey, Apr. 20-22, 2010.
  31. U. Aydin, Y. Serinagaoglu, “Comparison of Bayesian MAP Estimation and Kalman Filter Methods in the Solution of Spatio-Temporal Inverse ECG Problem,” World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, IFMBE Proceedings, vol. 25/2, pp. 715-718, Sep. 7-12, 2009.
  32. U. Aydin, Y. Serinagaoglu, “Statistical modeling of the geometric error in cardiac electrical imaging,” IEEE International Symposium on Biomedical Imaging (ISBI), Boston, MA, USA, Jun. 28 – Jul. 1, 2009.
  33. U. Aydin, Y. Serinagaoglu, “Imaging the electrical activity of the heart using a Kalman filter based approach: comparison of results using different STM’s,” IEEE International Symposium on Biomedical Imaging (ISBI), Boston, MA, USA, Jun. 28 – Jul. 1, 2009.
  34. U. Aydin, Y. Serinagaoglu, “Use of Activation Time Based Kalman Filtering in Inverse Problem of Electrocardiography,” 4th European Conference of the International Federation for Medical and Biological Engineering, Antwerp, Belgium, IFMBE Proceedings, vol. 22, pp. 1200-1203, Nov. 23–27, 2008.
  35. M. Onal, Y. Serinagaoglu, “Spatio-Temporal Solutions in Inverse Electrocardiography,” 4th European Conference of the International Federation for Medical and Biological Engineering, Antwerp, Belgium, IFMBE Proceedings, vol. 22, pp. 1200-1203, Nov. 23–27, 2008.
  36. M. Cavusoglu, M. Kamasak, O. Erogul, T. Ciloglu, Y. Serinagaoglu, T. Akcam, “Spectral Envelope Analysis of Snoring Signals”, 6th IASTED (The International Association of Science and Technology for Development) International Conference on Biomedical Engineering, Innsbruck, Austria, Feb., 2008.
  37. M. Cavusoglu, M. Kamasak, O. Erogul, T. Ciloglu, T. Akcam, Y. Serinagaoglu, “SASA: A Software System for Sleep and Snoring Analsis,” International Symposium on Health Informatics and Bioinformatics (HIBIT), Antalya, Turkey, Apr. 30 – May 2, 2007.
  38. Y. Serinagaoglu, D. H. Brooks, and R. S. MacLeod, “A Bayesian Approach to Inclusion and Performance Analysis of Using Extra Information in Bioelectric Inverse Problems,” Int. Conf. on Image Proc. (ICIP), IEEE, Barcelona, Spain, Sep. 14-17, 2003.
  39. Y. Serinagaoglu, D. H. Brooks, and R. S. MacLeod, “Prior Model Selection for Bayesian Inverse Electrocardiography,” NFSI 2003, Chieti, Italy, Sep. 10-13, 2003.
  40. Y. Serinagaoglu, D. H. Brooks, and R. S. MacLeod, “Combining Numerical and Physiological Constraints in Inverse Electrocardiography,” invited paper, 30th International Congress on Electrocardiology, Helsinki, Finland, Jun. 11-14, 2003.
  41. Y. Serinagaoglu, D. H. Brooks, and R. S. MacLeod, “Enhancing inverse electrocardiography with sparse noisy measurements of epicardial potentials,” Paper for Int. Conf. on Bioelectromagnetism, 2002 and Int. Journal of Bioelectromagnetism, vol. 4, no. 2, pp. 89-90, 2002.
  42. Y. Serinagaoglu, D. H. Brooks, and R. S. MacLeod, “Including sparse noisy epicardial potential measurements into Bayesian inverse electrocardiography,” invited paper, Annual International Conference of the IEEE EMBS, Houston, TX, 2002.
  43. R. S. MacLeod, B. Yilmaz, B. Taccardi, B. Punske, Y. Serinagaoglu and D. H. Brooks, “Direct and inverse methods for cardiac mapping using multielectrode catheter measurements,” Paper for NFSI 2001 and the J. Biomedizinische Technik, vol. 46(supp), pp. 207-208, 2001.
  44. Y. Serinagaoglu, D. H. Brooks, S-F. Lin, T.J. Wu, “Bayesian Multiresolution MAP Estimation of Edge or Transition Point Location in Noisy Signals,” Int. Conf. on Acoustics, Sig. and Speech Proc., IEEE, Istanbul, Turkey, 2000.
  45. Y. Serinagaoglu, D. Sabuncuoglu, Y. Z. Ider, “Spectral Analysis of T-Wave Alternans Signal,” Annual International Conference of the IEEE EMBS, Amsterdam, NL, 1996.
  46. D. Sabuncuoglu, Y. Serinagaoglu, Y. Z. Ider, “Analysis of Heart Rate Variability during Standardized Exercise Testing,” Annual International Conference of the IEEE EMBS, Amsterdam, NL, 1996.

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