@inproceedings{5f37d74db1fa463ca5cc9a4771d5563d,
title = "Noninvasive study of the human heart using independent component analysis",
abstract = "We have developed a new approach to studying human heart activity using independent component analysis. The electrocardiogram (ECG) is an important tool in diagnosis of heart disease. However, the normal 12-lead ECG can only record limited aspects of heart's electrical signals and mostly their interpretation relies on trained and experienced medical doctors. We have performed experiments in which heart signals were recorded in high spatial resolution. Independent component analysis was applied to the recorded signals to separate distinct temporal components of the recorded signals. The separated components were further analyzed by back-projecting their activities to the surface montage to examine each component's property. Experimental results show this to be a promising approach that can be extended to build more detailed heart activity simulations.",
author = "Yi Zhu and Chen, {Tong Lee} and Wanping Zhang and Jung, {Tzyy Ping} and Duann, {Jeng Ren} and Scott Makeig and Cheng, {Chung Kuan}",
year = "2006",
doi = "10.1109/BIBE.2006.253299",
language = "???core.languages.en_GB???",
isbn = "0769527272",
series = "Proceedings - Sixth IEEE Symposium on BioInformatics and BioEngineering, BIBE 2006",
pages = "340--347",
booktitle = "Proceedings - Sixth IEEE Symposium on BioInformatics and BioEngineering, BIBE 2006",
note = "6th IEEE Symposium on BioInformatics and BioEngineering, BIBE 2006 ; Conference date: 16-10-2006 Through 18-10-2006",
}
