Estimating Regional Conductivity in 2D Disc Head Model by Multidemensional Support Vector Regression
Xueqin Shen, Hui Yan, Weili Yan, Lei Guo · Conference proceedings · 2007
In this paper, we introduce multidimensional support vector regression (MSVR) with iterative re-weight least square (IRWLS) based procedure to estimating the regional conductivity in 2D disc head model. The results show that the method is capable of determining for the regional location of the disturbed conductivity in the 2D disc head model with single tissue and estimating for the tissue conductivities in the 2D disc head model with four kinds of tissue. The estimation errors are all within a few percent.