IEEE - Institute of Electrical and Electronics Engineers, Inc. - Multi-lead ECG classification based on Independent Component Analysis and Support Vector Machine

2010 3rd International Conference on Biomedical Engineering and Informatics (BMEI)

Author(s): Mi Shen ; Liping Wang ; Kanjie Zhu ; Jiangchao Zhu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2010
Conference Location: Yantai, China, China
Conference Date: 16 October 2010
Volume: 3
Page(s): 960 - 964
ISBN (CD): 978-1-4244-6497-5
ISBN (Electronic): 978-1-4244-6498-2
ISBN (Paper): 978-1-4244-6495-1
DOI: 10.1109/BMEI.2010.5639841
Regular:

An novel multi-lead Electrocardiogram (ECG) classification method is proposed in this paper. At the feature extracting stage, an improved Independent Component Analysis (ICA) method is introduced.... View More

Advertisement