Title :
Development of Digital Image Surface and Its Application to Derived 12-Lead ECG
Author :
Takahashi, Kunio ; Wei, Daming
Author_Institution :
Univ. of Aizu, Aizu-Wakamatsu
Abstract :
The "image surface" is a data collection of spatial vectors that reflect relationship between heart vector and measured electrocardiograms, supposing the heart source is a fixed dipole source. For long, the Frank image surface has been used. However, since the Frank model represents an average model of western population, it may not fit other populations like Japanese, and therefore may affect the accuracy of applications In this study, to improve the accuracy of the derived 12-lead ECG, we developed the digital image surface based on the personalized torso models constructed from MRI images. The boundary element method was used to calculate the values of digital image surface by applying electrical current dipole source on the torso- heart model. Further, the valises of the digital image surface for eight subjects were averaged as a representation of typical models of Japanese population. As an application, derived 12-lead ECG is obtained based on the digital image surface and the results is compared with those based on the Frank image surface. The results show that the digital image surface can get better accuracy than the Frank image surface.
Keywords :
biomedical MRI; boundary-elements methods; electrocardiography; medical image processing; Frank image surface; Frank model; MRI images; boundary element method; derived 12-lead ECG; digital image surface; electrocardiograms; fixed dipole source; personalized torso models; torso-heart model; Digital images; Electrocardiography; Electrodes; Heart; Information technology; Magnetic resonance imaging; Patient monitoring; Standards development; Surface fitting; Torso;
Conference_Titel :
Computer and Information Technology, 2007. CIT 2007. 7th IEEE International Conference on
Conference_Location :
Aizu-Wakamatsu, Fukushima
Print_ISBN :
978-0-7695-2983-7
DOI :
10.1109/CIT.2007.115