Cardiac Arrhythmias

  1. Mobilmed has siginificant research experience on patient-specific biomedical signal processing and personalized advance warning system for Cardiac Arrhythmias :
  • Kiranyaz, T. Ince and M. Gabbouj, Personalized ECG Monitoring for early detection of Cardiac Abnormalities, App. No: PCT/IB2017/051406, 10 March, 2017. (Pending)
  • Kiranyaz, T. Ince, and M. Gabbouj, “Personalized monitoring and advance warning system for cardiac arrhythmias,” Scientific Reports – Nature, vol. 7, Aug. 2017. DOI 10.1038/s41598-017-09544-z (SREP-16-52549-T) (
  • Kiranyaz, T. Ince, and M. Gabbouj, “Real-Time patient-specific ECG classification by 1D convolutional neural networks”, IEEE Trans. on Biomedical Engineering, vol. 63, no. 3, pp. 664-675, Mar 2016. (top most-popular and most-cited article of the journal:,
  • Ince, S. Kiranyaz, and M. Gabbouj, “A generic and robust system for Automated patient-specific classification of electrocardiogram signals”, IEEE transactions on biomedical engineering, vol. 56, issue 5, pp. 1415-1426, May 2009. (highly-cited article of the journal)