Imperial College London
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ProfessorNicholasPeters

Faculty of Medicine, National Heart & Lung Institute

Professor of Cardiac Electrophysiology
 
 
 
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Contact

 

+44 (0)20 7594 1880n.peters Website

 
 
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Assistant

 

Ms Anastasija Schmidt +44 (0)20 7594 1880

 
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Location

 

NHLI officesSir Michael Uren HubWhite City Campus

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Summary

 

Publications

Citation

BibTex format

@inproceedings{Li:2020:10.1007/978-3-030-29933-0_39,
author = {Li, X and Handa, BS and Peters, NS and Ng, FS},
doi = {10.1007/978-3-030-29933-0_39},
pages = {472--479},
publisher = {Springer International Publishing},
title = {Classification of fibrillation subtypes with single-channel surface electrocardiogram},
url = {http://dx.doi.org/10.1007/978-3-030-29933-0_39},
year = {2020}
}
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RIS format (EndNote, RefMan)

TY  - CPAPER
AB  - Atrial fibrillation (AF) and ventricular fibrillation (VF) are complex heart rhythm disorders with increasing prevalence. Mechanisms sustaining these arrhythmias are different, and subsequently, the required treatments options differ. Although many algorithms have been developed for differentiating fibrillation from normal sinus rhythm, very few methods exist to differentiate between different forms of AF and VF from surface electrocardiogram (ECG). To address the issue, we propose a novel ECG classification method to differentiate fibrillation that is completely chaotic from forms where it is organized with key driving sites. Differentiating fibrillation organisation from ECGs may aid patient selection, and identify those who may benefit from targeted ablation treatment. Evaluation using real-world data sets based on rat VF model shows that the proposed method could recognise the correct Fibrillation subtype from the single-channel electrocardiogram with an accuracy of 88.89  % .
AU  - Li,X
AU  - Handa,BS
AU  - Peters,NS
AU  - Ng,FS
DO  - 10.1007/978-3-030-29933-0_39
EP  - 479
PB  - Springer International Publishing
PY  - 2020///
SN  - 2194-5357
SP  - 472
TI  - Classification of fibrillation subtypes with single-channel surface electrocardiogram
UR  - http://dx.doi.org/10.1007/978-3-030-29933-0_39
UR  - http://hdl.handle.net/10044/1/74142
ER  -
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