Indirect measurement of lung density and air volume from electrical impedance tomography (EIT) data

This paper describes a method for estimating lung density, air volume and changes in fluid content from a non-invasive measurement of the electrical resistivity of the lungs. Resistivity in Ω m was found by fitting measured electrical impedance tomography (EIT) data to a finite difference model of the thorax. Lung density was determined by comparing the resistivity of the lungs, measured at a relatively high frequency, with values predicted from a published model of lung structure. Lung air volume can then be calculated if total lung weight is also known. Temporal changes in lung fluid content will produce proportional changes in lung density. The method was implemented on EIT data, collected using eight electrodes placed in a single plane around the thorax, from 46 adult male subjects and 36 adult female subjects. Mean lung densities (±SD) of 246 ± 67 and 239 ± 64 kg m(-3), respectively, were obtained. In seven adult male subjects estimates of 1.68 ± 0.30, 3.42 ± 0.49 and 4.40 ± 0.53 l in residual volume, functional residual capacity and vital capacity, respectively, were obtained. Sources of error are discussed. It is concluded that absolute differences in lung density of about 30% and changes over time of less than 30% should be detected using the current technology in normal subjects. These changes would result from approximately 300 ml increase in lung fluid. The method proposed could be used for non-invasive monitoring of total lung air and fluid content in normal subjects but needs to be assessed in patients with lung disease.

[1]  K. Cole,et al.  Dispersion and Absorption in Dielectrics I. Alternating Current Characteristics , 1941 .

[2]  E. D. Brown FEDERATION of American Societies for Experimental Biology. , 1928, Federation proceedings.

[3]  Robert G. D. Steel,et al.  A Rank Sum Test for Comparing All Pairs of Treatments , 1960 .

[4]  Philip L. Altman,et al.  Growth: including reproduction and morphological development. , 1962 .

[5]  W. S. Snyder,et al.  Report of the task group on reference man , 1979, Annals of the ICRP.

[6]  G. Hahn,et al.  SOME HEAT TRANSFER PROBLEMS ASSOCIATED WITH HEATING BY ULTRASOUND, MICROWAVES, OR RADIO FREQUENCY * , 1980, Annals of the New York Academy of Sciences.

[7]  Brian H. Brown,et al.  Imaging spatial distributions of resistivity using applied potential tomography , 1983 .

[8]  J. Harris,et al.  Control of the height of Schottky barriers on MBE GaAs , 1983 .

[9]  D C Barber,et al.  Applications of applied potential tomography (APT) in respiratory medicine. , 1987, 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.

[10]  M. Goldman,et al.  Respiratory cross-sectional area-flux measurements of the human chest wall. , 1990, Journal of applied physiology.

[11]  J. Verschakelen,et al.  Measurement of lung density by means of quantitative CT scanning. A study of correlations with pulmonary function tests. , 1992 .

[12]  A. Morice,et al.  Cardiac and respiratory related electrical impedance changes in the human thorax , 1994, IEEE Transactions on Biomedical Engineering.

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

[14]  E Gersing,et al.  Quantitative Analysis of Impedance Spectra of Organs during Ischemia , 1999, Annals of the New York Academy of Sciences.

[15]  P Nopp,et al.  A comparison of neonatal and adult lung impedances derived from EIT images. , 1999, Physiological measurement.

[16]  R H Smallwood,et al.  Cole equation modelling to measurements made using an impulse driven transfer impedance system. , 2000, Physiological measurement.

[17]  T. J. Noble,et al.  Diuretic induced change in lung water assessed by electrical impedance tomography. , 2000, Physiological measurement.

[18]  B. Brown,et al.  Relation between tissue structure and imposed electrical current flow in cervical neoplasia , 2000, The Lancet.

[19]  M Durigon,et al.  Organ weight in 684 adult autopsies: new tables for a Caucasoid population. , 2001, Forensic science international.

[20]  David S. Holder,et al.  Electrical Impedance Tomography : Methods, History and Applications , 2004 .

[21]  David S. Holder Electrical impedance tomography , 2005 .

[22]  J. Hankinson,et al.  Standardisation of spirometry , 2005, European Respiratory Journal.

[23]  D. Djajaputra Electrical Impedance Tomography: Methods, History and Applications , 2005 .

[24]  R. H. Smallwood,et al.  Neonatal lungs: Maturational changes in lung resistivity spectra , 2002, Medical and Biological Engineering and Computing.

[25]  E. Kinnen,et al.  Electrical resistivity of lung at 100 kHz , 2006, Medical and biological engineering.

[26]  S. Nebuya,et al.  Study of the optimum level of electrode placement for the evaluation of absolute lung resistivity with the Mk3.5 EIT system , 2006, Physiological measurement.

[27]  R. H. Smallwood,et al.  Neonatal lungs-can absolute lung resistivity be determined non-invasively? , 2002, Medical and Biological Engineering and Computing.

[28]  B. H. Brown,et al.  Model for the dielectric properties of human lung tissue against frequency and air content , 1997, Medical and Biological Engineering and Computing.

[29]  L. Geddes,et al.  The specific resistance of biological material—A compendium of data for the biomedical engineer and physiologist , 1967, Medical and biological engineering.

[30]  Joao Seco,et al.  Effects of Hounsfield number conversion on CT based proton Monte Carlo dose calculations. , 2007, Medical physics.

[31]  Measurement accuracy in pulmonary function test using electrical impedance tomography , 2007 .

[32]  H. C. Burger,et al.  Measurements of the specific Resistance of the human Body to direct Current , 2009 .

[33]  I. Frerichs,et al.  Electrical impedance tomography in monitoring experimental lung injury , 1998, Intensive Care Medicine.

[34]  R. Patterson,et al.  Non-invasive determination of absolute lung resistivity in adults using electrical impedance tomography , 2010, Physiological measurement.

[35]  G Hahn,et al.  Different approaches for quantifying ventilation distribution and lung tissue properties by functional EIT , 2010, Physiological measurement.

[36]  Huaxiang Wang,et al.  Fast reconstruction of electrical resistance tomography (ERT) images based on the projected CG method , 2012 .

[37]  Dispersion and Absorption in Dielectrics 1 , 2022 .