• DocumentCode
    2728665
  • Title

    Development of ECG signal interpretation software on Android 2.2

  • Author

    Hermawan, Kristoforus ; Iskandar, Aulia Arif ; Hartono, Reggio N.

  • Author_Institution
    Dept. of Biomed. Eng., Swiss German Univ., Serpong, Indonesia
  • fYear
    2011
  • fDate
    8-9 Nov. 2011
  • Firstpage
    259
  • Lastpage
    264
  • Abstract
    Cardiovascular disease has the highest mortality rate globally which mean that more people die annually from it than from any other cause. The disease should be detected and anticipated as early as possible because of its fatality. For many years, electrocardiograph (ECG) has become the golden standard for cardiovascular disease detection. The main purpose of this research work is to develop ECG signal interpretation software on Android 2.2 platform. The methods consist of ECG data preparation, QRS detector, heart rate and QRS time extraction, and classification. The system classifies the abnormalities of heart rhythm into: Premature Ventricular Contraction (PVC) and Supra Ventricular Tachycardia (SVT). To manifest the performance of this software, data from MIT-BIH Arrhythmia Database were used. The overall accuracy of this software in determining heart rate is 97.10%. This software also has average N-Accuracy of 99.15%, average V-Accuracy of 84.22%, average SVT-Accuracy of 97.78%, and the overall classification accuracy of 93.71%.
  • Keywords
    cardiovascular system; diseases; electrocardiography; medical disorders; medical signal processing; ECG data preparation; ECG signal interpretation software development; MIT-BIH arrhythmia database; android 2.2 platform; average N-accuracy; average V-accuracy; cardiovascular disease detection; classification accuracy; electrocardiography; golden standard; heart rhythm; premature ventricular contraction; supraventricular tachycardia; Accuracy; Cardiovascular diseases; Databases; Electrocardiography; Heart rate; Smart phones; Software; Android 2.2; ECG signals interpretation; QRS; cardiovascular disease; heart rate;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation, Communications, Information Technology, and Biomedical Engineering (ICICI-BME), 2011 2nd International Conference on
  • Conference_Location
    Bandung
  • Print_ISBN
    978-1-4577-1167-1
  • Type

    conf

  • DOI
    10.1109/ICICI-BME.2011.6108621
  • Filename
    6108621