DocumentCode
319711
Title
Parallelized convex optimization for joint time/space inverse electrocardiography
Author
Brooks, D.H. ; Srinidhi, K. ; Kaeli, D.R. ; MacLeod, R.S.
Author_Institution
Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
Volume
4
fYear
1996
fDate
31 Oct-3 Nov 1996
Firstpage
1439
Abstract
In previous work the authors have proposed an admissible solution formulation of the inverse problem of electrocardiography to be able to include a wide variety of prior constraints. One disadvantage is increased computational complexity, as solution methods are iterative. The computation problem is a bottleneck if both spatial and temporal constraints are used. In this work the authors discuss parallelization of the optimization problem to include temporal constraints
Keywords
computational complexity; electrocardiography; inverse problems; iterative methods; medical signal processing; optimisation; electrodiagnostics; joint time/space inverse electrocardiography; optimization problem parallelization; parallelized convex optimization; prior constraints; spatial constraints; temporal constraints; Cardiology; Cities and towns; Computational complexity; Conductors; Constraint optimization; Electrocardiography; Ellipsoids; Heart; Inverse problems; Iterative methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location
Amsterdam
Print_ISBN
0-7803-3811-1
Type
conf
DOI
10.1109/IEMBS.1996.647494
Filename
647494
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