Electrocardiogram sampling frequency for the optimal performance of complexity analysis and machine learning models: Discrimination between patients with and without paroxysmal atrial fibrillation using sinus rhythm electrocardiograms
Based on these results, there is potential for 12-lead electrocardiogram signals to be recorded at 125 Hz as standard and used in conjunction with complexity analysis to aid in the detection of patients with AF.
Authors
- Vadim Alexeenko (ORCID: https://orcid.org/0000-0001-8180-4622)
- Philip J. Aston (ORCID: https://orcid.org/0000-0003-0877-0627)
- Gregory Y.H. Lip (ORCID: https://orcid.org/0000-0002-7566-1626)
- Gary Tse (ORCID: https://orcid.org/0000-0001-5510-1253)
- Kamalan Jeevaratnam (ORCID: https://orcid.org/0000-0002-6232-388X)
- Steven Creasy
Institutions
- University of Liverpool (GB)
- University of Surrey (GB)
- Liverpool Heart and Chest Hospital (GB)
- eHealth Africa (US)
- Second Hospital of Tianjin Medical University (CN)
- Tianjin Medical University (CN)
- Liverpool John Moores University (GB)
- Aalborg University (DK)
Publication Details
- Journal
- Heart Rhythm O2
- Published
- 2024-11-08
- DOI
- https://doi.org/10.1016/j.hroo.2024.11.002
- Citations
- 3
- Primary Topic
- ECG Monitoring and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 1.21
Funders
- National Institute for Health and Care Research