A survey on ECG analysis. (May 2018)
- Record Type:
- Journal Article
- Title:
- A survey on ECG analysis. (May 2018)
- Main Title:
- A survey on ECG analysis
- Authors:
- Kaplan Berkaya, Selcan
Uysal, Alper Kursat
Sora Gunal, Efnan
Ergin, Semih
Gunal, Serkan
Gulmezoglu, M. Bilginer - Abstract:
- Abstract: The electrocardiogram (ECG) signal basically corresponds to the electrical activity of the heart. In the literature, the ECG signal has been analyzed and utilized for various purposes, such as measuring the heart rate, examining the rhythm of heartbeats, diagnosing heart abnormalities, emotion recognition and biometric identification. ECG analysis (depending on the type of the analysis) can contain several steps, such as preprocessing, feature extraction, feature selection, feature transformation and classification. Performing each step is crucial for the sake of the related analysis. In addition, the employed success measures and appropriate constitution of the ECG signal database play important roles in the analysis as well. In this work, the literature on ECG analysis, mostly from the last decade, is comprehensively reviewed based on all of the major aspects mentioned above. Each step in ECG analysis is briefly described, and the related studies are provided.
- Is Part Of:
- Biomedical signal processing and control. Volume 43(2018)
- Journal:
- Biomedical signal processing and control
- Issue:
- Volume 43(2018)
- Issue Display:
- Volume 43, Issue 2018 (2018)
- Year:
- 2018
- Volume:
- 43
- Issue:
- 2018
- Issue Sort Value:
- 2018-0043-2018-0000
- Page Start:
- 216
- Page End:
- 235
- Publication Date:
- 2018-05
- Subjects:
- ECG -- Electrocardiogram -- Classification -- Database -- QRS -- Feature extraction -- Feature selection -- Preprocessing
Signal processing -- Periodicals
Biomedical engineering -- Periodicals
Signal Processing, Computer-Assisted -- Periodicals
Image Processing, Computer-Assisted -- Periodicals
Biomedical Engineering -- Periodicals
610.28 - Journal URLs:
- http://www.sciencedirect.com/science/journal/17468094 ↗
http://www.elsevier.com/journals ↗
http://www.sciencedirect.com/science?_ob=PublicationURL&_tockey=%23TOC%2329675%232006%23999989998%23626449%23FLA%23&_cdi=29675&_pubType=J&_auth=y&_acct=C000045259&_version=1&_urlVersion=0&_userid=836873&md5=664b5cf9a57fc91971a17faf20c32ec1 ↗ - DOI:
- 10.1016/j.bspc.2018.03.003 ↗
- Languages:
- English
- ISSNs:
- 1746-8094
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 2087.880400
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 11700.xml