Thoracic EIT in 3D: experiences and recommendations

OBJECTIVE In EIT applications to the thorax,a single electrode plane has typically been used to reconstruct a transverse 2D "slice".However, such images can be misleading as EITis sensitive to contrasts above and below the electrodeplane, and ventilation and aeration inhomogeneitiescan be distributed in complex ways.Using two (or more) electrode planes, 3D EITimages may be reconstructed, but 3Dreconstructions are currently little used in thoracic EIT.In this paper, we investigate an incrementalpathway towards 3D EIT reconstructions,using two electrode planes to calculate improvedtransverse slices as an intermediate step.We recommend a specific placement ofelectrode planes, and further demonstrate the feasibilityof multi-slice reconstruction in two species. Approach: Simulations of the forward and reconstructedsensitivities were analysed for two electrodeplanes using a "square" pattern of electrodeplacement as a function of two variables:the stimulation and measurement "skip",and the electrode plane separation. Next, single- vs. two-plane measurements werecompared in a horse and in human volunteers.We further show the feasibility of 3D reconstructionsby reconstructing multiple transverse and, unusually, frontal slices during ventilation. Main results: Using two electrode planes leads to a reducedposition error and improvement in off-plane contrast rejection. 2D reconstructions from two-plane measurements showed better separation of lungs, as compared to thesingle plane measurements which tend to push contrastsin the center of the image.3D reconstructions of the same data show anatomically plausibleimages, inside as well as outside the volume between the two electrode planes. Significance: Based on the results, we recommend EIT electrodeplanes separated by less than half of the minimum thoracicdimension with a "skip 4" pattern and "square" placementto produce images with good slice selectivity.

[1]  K S Rabbani,et al.  Studies on the effect of the third dimension on a two-dimensional electrical impedance tomography system. , 1991, Clinical physics and physiological measurement : an official journal of the Hospital Physicists' Association, Deutsche Gesellschaft fur Medizinische Physik and the European Federation of Organisations for Medical Physics.

[2]  J. Thiran,et al.  Accuracy and reliability of noninvasive stroke volume monitoring via ECG-gated 3D electrical impedance tomography in healthy volunteers , 2018, PloS one.

[3]  A Adler,et al.  Assessment of distribution of ventilation by electrical impedance tomography in standing horses , 2016, Physiological Measurement.

[4]  O. Zetterström,et al.  Clinical characteristics of adult asthma associated with small airway dysfunction. , 2016, Respiratory medicine.

[5]  Eung Je Woo,et al.  Continuous Nondestructive Monitoring Method Using the Reconstructed Three-Dimensional Conductivity Images via GREIT for Tissue Engineering , 2014, J. Appl. Math..

[6]  John Sylvester,et al.  A uniqueness theorem for an inverse boundary value problem in electrical prospection , 1986 .

[7]  J C Newell,et al.  Real-time three-dimensional electrical impedance imaging. , 2000, Physiological measurement.

[8]  William R B Lionheart,et al.  Uses and abuses of EIDORS: an extensible software base for EIT , 2006, Physiological measurement.

[9]  R. Guardo,et al.  Electrical Impedance Tomography's Correlation to Lung Volume is Not Influenced by Anthropometric Parameters , 2006, Journal of Clinical Monitoring and Computing.

[10]  K D Paulsen,et al.  Electrical impedance tomography reconstruction for three-dimensional imaging of the prostate , 2010, Physiological measurement.

[11]  Matti Lassas,et al.  REGULARIZED D-BAR METHOD FOR THE INVERSE CONDUCTIVITY PROBLEM , 2009 .

[12]  Miranda Kirby,et al.  Chronic obstructive pulmonary disease: quantification of bronchodilator effects by using hyperpolarized ³He MR imaging. , 2011, Radiology.

[13]  Jean-Philippe Thiran,et al.  A Versatile Noise Performance Metric for Electrical Impedance Tomography Algorithms , 2017, IEEE Transactions on Biomedical Engineering.

[14]  Steffen Leonhardt,et al.  Chest electrical impedance tomography examination, data analysis, terminology, clinical use and recommendations: consensus statement of the TRanslational EIT developmeNt stuDy group , 2016, Thorax.

[15]  D. C. Barber,et al.  Three-dimensional electrical impedance tomography , 1996, Nature.

[16]  A Adler,et al.  Electrode placement configurations for 3D EIT , 2007, Physiological measurement.

[17]  Andy Adler,et al.  3D EIT image reconstruction with GREIT , 2016, Physiological measurement.

[18]  A. Adler,et al.  Electrical impedance tomography in 3D using two electrode planes: characterization and evaluation , 2016, Physiological measurement.