Real-Time Implementation of Calderon's Method on Subject-Specific Domains

被引:27
作者
Muller, Peter A. [1 ]
Mueller, Jennifer L. [1 ,2 ,3 ]
Mellenthin, Michelle M. [3 ,4 ]
机构
[1] Colorado State Univ, Dept Math, Ft Collins, CO 80523 USA
[2] Colorado State Univ, Dept Elect & Comp Engn, Ft Collins, CO 80523 USA
[3] Colorado State Univ, Sch Biomed Engn, Ft Collins, CO 80523 USA
[4] Univ Colorado, Dept Bioengn, Denver Anschutz Med Campus, Aurora, CO 80045 USA
基金
美国国家卫生研究院;
关键词
Electrical impedance tomography; heart; image reconstruction - analytical methods; inverse methods; lung; ELECTRICAL-IMPEDANCE TOMOGRAPHY; BOUNDARY-VALUE PROBLEM; D-BAR METHOD; REGIONAL LUNG PERFUSION; PULMONARY PERFUSION; EIT; VENTILATION; RECONSTRUCTIONS; DISTRIBUTIONS; UNIQUENESS;
D O I
10.1109/TMI.2017.2695893
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A real-time implementation of Calderon's method for the reconstruction of a 2-D conductivity from electrical impedance tomography data is presented, in which domain-specific modeling is taken into account. This is the first implementation of Calderon's method that accounts for correct modeling of non-symmetric domain boundaries in image reconstruction. The domain-specific Calderon's method is derived and reconstructions from experimental tank data are presented, quantifying the distortion when correct modeling is not included in the reconstruction algorithm. Reconstructions from human subject volunteers are presented, demonstrating the method's effectiveness for imaging changes due to ventilation and perfusion in the human thorax.
引用
收藏
页码:1868 / 1875
页数:8
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