An Image Reconstruction Method for Magnetic Induction Tomography: Improved Genetic Algorithm

Magnetic induction tomography (MIT) is a new medical functional imaging technique. This paper proposes a multi-layer model of the biological tissue. And a new reconstruction method of magnetic induction tomography based on the improved genetic algorithm(GA) was introduced. The GA was improved from t...

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Bibliographic Details
Published inLife System Modeling and Intelligent Computing pp. 212 - 219
Main Authors He, Wei, Luo, Haijun, Xu, Zheng, Li, Qian
Format Book Chapter
LanguageEnglish
Published Berlin, Heidelberg Springer Berlin Heidelberg
SeriesLecture Notes in Computer Science
Subjects
improved genetic algorithm(GA)
inverse problem
magnetic induction tomography
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Summary:Magnetic induction tomography (MIT) is a new medical functional imaging technique. This paper proposes a multi-layer model of the biological tissue. And a new reconstruction method of magnetic induction tomography based on the improved genetic algorithm(GA) was introduced. The GA was improved from the following aspects: the generation of the initial population, selection, crossover and mutation operation. The simulation results indicate that the method can reflect local and large-area bleeding in the shallow of biological tissue, and construct a base for the future clinical brain disease monitoring.
ISBN:3642156142
9783642156144
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-642-15615-1_26