Cardiac Arrhythmias

  1. Mobilmed Researches published 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)