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Application of genetic algorithms to the solution of the biomagnetic inverse problem, using data acquired by a 16-Channel SQUID system

Authors :
Johnny A. B. Otero
Eduardo Costa da Silva
Salvador Pacheco
Elisabeth Costa Monteiro
Carlos Roberto Hall Barbosa
Source :
2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI).
Publication Year :
2016
Publisher :
IEEE, 2016.

Abstract

This paper proposes a new technique based on the employment of genetic algorithms to solve the inverse biomagnetic problem. The biomagnetic measurements analyzed in this paper were performed on isolated rabbit hearts and acquired by a 16-Channel SQUID system. The developed method focused on defining the single equivalent current dipole that best fits the experimental data. The genetic algorithm is used to determine the position, angle and magnitude of the current dipole, attempting to minimize the error between the experimental magnetic field map and the one obtained by using the estimated current dipole.

Details

Database :
OpenAIRE
Journal :
2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI)
Accession number :
edsair.doi...........9385886b0407368aacd31ad79d8675e8
Full Text :
https://doi.org/10.1109/la-cci.2016.7885704