A Novel Regularization Technique for Microendoscopic Electrical Impedance Tomography

被引:24
作者
Murphy, Ethan K. [1 ]
Mahara, Aditya [1 ]
Halter, Ryan J. [1 ]
机构
[1] Dartmouth Coll, Thayer Sch Engn, Hanover, NH 03755 USA
关键词
Electrical impedance tomography; mega-node; open-domain image reconstruction; regularization; RECONSTRUCTION ALGORITHM; INVERSE PROBLEM; RESISTIVITY; SYSTEM; PROSTATE; UNIQUENESS; MODELS; ARRAYS;
D O I
10.1109/TMI.2016.2520907
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A novel regularization technique is developed for end-fired microendoscopic electrical impedance tomography using the dual-mesh method. The new regularization technique coupled with appropriate forward modeling and inverse mesh design is shown to produce dramatically improved reconstructions over previous methods. 3D absolute and difference reconstructions from measured saline tank and ex vivo adipose and muscle tissue experiments are used to validate the approach. The ex vivo experiments are used as a surrogate for prostate tissue, which is the primary clinical application for the probe. Inclusion center of mass errors were less than 0.47 mm for tank experiments with inclusion depths and radial offsets ranging less than 3 mm and 1.5 mm, respectively. Absolute 3D reconstructions on the tissue show quantitatively good accuracy and the ability to spatially distinguish small tissue features (adipose strands of approximately 2.5 mm in width). The reconstruction algorithm developed provides strong evidence for the promise of surgical margin detection using microendoscopic EIT.
引用
收藏
页码:1593 / 1603
页数:11
相关论文
共 42 条
  • [1] A method for reconstructing tomographic images of evoked neural activity with electrical impedance tomography using intracranial planar arrays
    Aristovich, Kirill Y.
    dos Santos, Gustavo Sato
    Packham, Brett C.
    Holder, David S.
    [J]. PHYSIOLOGICAL MEASUREMENT, 2014, 35 (06) : 1095 - 1109
  • [2] Calderon's inverse conductivity problem in the plane
    Astala, Kari
    Paivarinta, Lassi
    [J]. ANNALS OF MATHEMATICS, 2006, 163 (01) : 265 - 299
  • [3] Bioimpedance tomography (Electrical impedance tomography)
    Bayford, R. H.
    [J]. ANNUAL REVIEW OF BIOMEDICAL ENGINEERING, 2006, 8 : 63 - 91
  • [4] A PERFECTLY MATCHED LAYER FOR THE ABSORPTION OF ELECTROMAGNETIC-WAVES
    BERENGER, JP
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 1994, 114 (02) : 185 - 200
  • [5] Borcea L., 2010, INVERSE PROBLEMS, V26
  • [6] Electrical impedance tomography reconstruction for three-dimensional imaging of the prostate
    Borsic, A.
    Halter, R.
    Wan, Y.
    Hartov, A.
    Paulsen, K. D.
    [J]. PHYSIOLOGICAL MEASUREMENT, 2010, 31 (08) : S1 - S16
  • [7] Sensitivity study and optimization of a 3D electric impedance tomography prostate probe
    Borsic, A.
    Halter, R.
    Wan, Y.
    Hartov, A.
    Paulsen, K. D.
    [J]. PHYSIOLOGICAL MEASUREMENT, 2009, 30 (06) : S1 - S18
  • [8] Borsic A., 2002, THESIS
  • [9] In Vivo Impedance Imaging With Total Variation Regularization
    Borsic, Andrea
    Graham, Brad M.
    Adler, Andy
    Lionheart, William R. B.
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2010, 29 (01) : 44 - 54
  • [10] 3D Electric Impedance Tomography Reconstruction on Multi-Core Computing Platforms
    Borsic, Andrea
    Hartov, Alexander
    Paulsen, Keith D.
    Manwaring, Preston
    [J]. 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vols 1-8, 2008, : 1175 - 1177