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All Journal Jurnal Teknik ITS Jurnal Sains dan Seni ITS Seminar Nasional Teknik Kimia Kejuangan Journal of ICT Research and Applications at-tamkin: Jurnal Pengabdian kepada Masyarakat JAREE (Journal on Advanced Research in Electrical Engineering)
Muhammad Yazid
Departemen Teknik Biomedik Institut Teknologi Sepuluh Nopember Surabaya
Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering Environmental Science Social Sciences Other

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Journal : JAREE (Journal on Advanced Research in Electrical Engineering)

 1 
Quality Assessment of 12 Lead ECG Signals based on Beat Detection Pattern Muhammad Yazid
JAREE (Journal on Advanced Research in Electrical Engineering) Vol 1, No 2 (2017): October
Publisher : Department of Electrical Engineering ITS and FORTEI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j25796216.v1.i2.17

Abstract

This paper proposed a new method for assessing signal quality from 12 lead ECG signal. The proposed method can be applied to incoming ECG data stream in one pass, does not involve computatively expensive filtering and does not require large memory space, which makes it especially useful for use in mobile device based ECG signal acquisition. The proposed method is verified on PhysioNet/Computing in Cardiology Chal- lenge 2011 12 lead ECG signals database, achieving a result of 89.98 percent accuracy when tested against the training dataset, and 87.4 percent accuracy when tested against the test data set. Keywords: ECG signal quality assessment
Co-Authors Ainun Arsyi Sahifa Aria Wibawa Aripriharta - Erwin Sutanto Fadlilatul Taufany Fahmi Fahmi Fajri Anugerah P. Kornel Imam Alfianto Maharani, Satia Nur Mohammad Nuh Muhammad Afnan Habibi Muhammad Aziz Muhammad Imran Hamid Muhammad Yogie Nugroho Naufal Rafi Hibatullah Nindya Tsabisah Nurlaili Humaidah Rachma Maristika Irtany Rachmad Setiawan Suprapto Suprapto Tamara Fitri Andansari Theresia Laura Tayu Wervyan Shalannanda Yeni Rahmawati, Yeni