DocumentCode
42484
Title
Temperature Field Optimization and Magnetic Nanoparticles Optimal Approximation of MFH for Cancer Therapy
Author
Guanzhong Hu ; Yuling Li ; Shiyou Yang ; Yanan Bai ; Jin Huang
Author_Institution
Coll. of Electr. Eng., Zhejiang Univ., Hangzhou, China
Volume
51
Issue
3
fYear
2015
fDate
Mar-15
Firstpage
1
Lastpage
4
Abstract
The magnetic nanoparticles (MNPs) in ac alternating magnetic fields will produce a sufficient amount of heats owing to the Néel and Brown relaxations. Magnetic fluid hyperthermia (MFH), based on this mechanism, is a new promising approach for tumor treatments. The temperature field distribution in the cancer and its neighbor regions have a significant effect on the therapeutic effect of MFH. As a result, it is generally required to maintain the temperature in the cancer in the range of 42 °C-90 °C while guaranteeing a sharp temperature gradient in the neighbor regions of the cancer and healthy tissues. This paper provides an automated shape and MNP volume fraction solid design optimization methodology with finite element analysis, coupled field analysis, and an enhanced multiobjective quantum particle swarm optimization, to realize the aforementioned two ultimate goals. Moreover, an optimal radial basis function approximation technique is proposed to approximate the distribution of the optimized nanoparticles volume fraction solids to give a smooth and implementable nanoparticles distribution.
Keywords
biomagnetism; cancer; finite element analysis; hyperthermia; magnetic particles; nanomagnetics; nanomedicine; particle swarm optimisation; Brown relaxation; Neel relaxation; ac alternating magnetic field; cancer therapy; coupled field analysis; finite element analysis; healthy tissues; magnetic fluid hyperthermia; magnetic nanoparticles optimal approximation; multiobjective quantum particle swarm optimization; temperature field optimization; Approximation algorithms; Approximation methods; Cancer; Hyperthermia; Nanoparticles; Optimization; Temperature distribution; Magnetic fluid hyperthermia; multiobjective optimization; quantum behaved particle swarm optimization (QPSO); radial basis function (RBF);
fLanguage
English
Journal_Title
Magnetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9464
Type
jour
DOI
10.1109/TMAG.2014.2363108
Filename
7093603
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