Noninvasive study of the human heart using independent component analysis

Yi Zhu*, Tong Lee Chen, Wanping Zhang, Tzyy Ping Jung, Jeng Ren Duann, Scott Makeig, Chung Kuan Cheng

*Corresponding author for this work

研究成果: Conference contribution同行評審

5 引文 斯高帕斯(Scopus)

摘要

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.

原文English
主出版物標題Proceedings - Sixth IEEE Symposium on BioInformatics and BioEngineering, BIBE 2006
頁面340-347
頁數8
DOIs
出版狀態Published - 2006
事件6th IEEE Symposium on BioInformatics and BioEngineering, BIBE 2006 - Arlington, VA, United States
持續時間: 16 十月 200618 十月 2006

出版系列

名字Proceedings - Sixth IEEE Symposium on BioInformatics and BioEngineering, BIBE 2006

Conference

Conference6th IEEE Symposium on BioInformatics and BioEngineering, BIBE 2006
國家United States
城市Arlington, VA
期間16/10/0618/10/06

指紋 深入研究「Noninvasive study of the human heart using independent component analysis」主題。共同形成了獨特的指紋。

引用此