Signal Processing

This workgroup was established during the meeting at Computing in Cardiology 2017. The focus of this workgroup is to study the variations in cardiac and body surface signals with different processing methods, and their effects on the forward and inverse problems.


Group Organizers: Laura Bear (laura.bear@ihu-liryc.fr), Yesim Serinagaoglu (yserin@metu.edu.tr)


Members: Laura Bear, Jake Bergquist, Dana Brooks, Jaume Coll-Font, Dewar Finlay, Wilson Good, Rob MacLeod, Beata Ondrusova, Ali Rababah, Yesim Serinagaoglu, Job Stoks, Jana Svehlikova, Eelco van Dam


Publications:

  1. 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 ofcardiac electrical activity,” Computers in Biology and Medicine, vol. 136, Sep. 2021 (DOI: 10.1016/j.compbiomed.2021.104666)

  2. L. Bear, J. Svehlikova, J. Bergquist, W. Good, A. Rababah, J. Coll-Font, R. MacLeod, E. van Dam, R. Dubois, "Impact of baseline drift removal on ECG beat classification and alignment," Computing in Cardiology, Brno, Czech Republic, Sep. 12-15, 2021.

  3. 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, in press (DOI: 10.1109/TBME.2020.3003465 )

  4. 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.

  5. 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.

  6. 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.

  7. 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.