DocumentCode
2651430
Title
A level sets algorithm for the inverse problem of electrocardiography
Author
Ghodrati, Alireza ; Calderero, Felipe ; Brooks, Dana H. ; Tadmor, Gilead ; MacLeod, Rob
Author_Institution
Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
Volume
2
fYear
2004
fDate
7-10 Nov. 2004
Firstpage
1590
Abstract
One of the key features of the heart´s electrical activity is the activation wavefront. The purpose of this work is to reconstruct the activation wavefront at each time instant from the measured potentials on the body surface by using a level sets based algorithm. We approximated the potential map of the heart surface as a two level image and we solve the inverse problem by evolving a boundary starting from an initial region, such that the residual error is minimized. The advantage of this method over standard activation-based solutions is that we do not require any isotropy assumption about cardiac activation.
Keywords
approximation theory; bioelectric potentials; electrocardiography; inverse problems; medical signal processing; Kalman filtering; activation wavefront reconstruction; body surface; electrocardiography inverse problem; heart electrical activity; heart surface; level sets algorithm; potential map approximation; potentials measurement; standard activation-based solutions; Attenuation; Electric variables measurement; Electrocardiography; Heart; Inverse problems; Level set; Muscles; Smoothing methods; Surface reconstruction; Time measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN
0-7803-8622-1
Type
conf
DOI
10.1109/ACSSC.2004.1399424
Filename
1399424
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