Title :
Interpretation of ECG signals through forward and inverse modelling
Author :
Cheng, L.K. ; Buist, M.L. ; Sands, G.B. ; Pullan, A.J.
Author_Institution :
Bioeng. Inst., Auckland Univ., New Zealand
Abstract :
The clinical assessment of cardiac electrical function is usually performed by human interpretation of 12-lead ECG recordings. We investigate the use of mathematical models to obtain a quantitative electrical image from high-density ECG recordings. The process of modeling the electrical activity at the (continuum) cell level through to the torso surface, while maintaining a continuous path for current flow is presented. This provides a basis for the interpretation of ECG signals the so-called inverse problem of electrocardiography. The techniques used to solve the inverse problem are presented and the model is used in a clinical setting for validation purposes.
Keywords :
electrocardiography; inverse problems; medical signal processing; physiological models; ECG signal interpretation; cardiac electrical function; clinical assessment; continuous path; continuum cell level; current flow; electrical activity; electrocardiography; forward modelling; high-density ECG recordings; inverse modelling; inverse problem; mathematical models; quantitative electrical image; torso surface; Biomedical engineering; Electrocardiography; Heart; Humans; Inverse problems; Laplace equations; Mathematical model; Signal mapping; Solid modeling; Torso;
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
Print_ISBN :
0-7803-7612-9
DOI :
10.1109/IEMBS.2002.1106444