Publications

International Peer-reviewed Journals

  1. T. Erenler, Y. Serinagaoglu Dogrusoz, “ML and MAP estimation of parameters for the Kalman filter and smoother applied to electrocardiographic imaging,” accepted for publication in Medical & Biological Engineering & Computing, (DOI: 10.1007/s11517-019-02018-6).
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.

International Conferences

  1. T. Erenler, Y. Serinagaoglu, “Effects of Prior Data on the Inference and Filtering Based Electrocardiographic Imaging,” accepted for presentation in Computing in Cardiology, Singapore, Sep. 8-11, 2019.
  2. 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,” accepted for presentation in Computing in Cardiology, Singapore, Sep. 8-11, 2019 (Consortium for ECG Imaging collaboration).
  3. Y. Serinagaoglu Dogrusoz, “Statistical Estimation Applied to Electrocardiographic Imaging,” (Keynote lecture) Measurement Conference,  Smolenice Castle, Slovakia, 27-29 May 2019.
  4. 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.
  5. 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.
  6. 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 (Consortium for ECG Imaging collaboration).
  7. 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 (Consortium for ECG Imaging collaboration).
  8. 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 (Consortium for ECG Imaging collaboration).
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. 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.
  24. 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.