Skull Modeling Effects in Conductivity Estimates Using Parametric Electrical Impedance Tomography

被引:37
|
作者
Fernandez-Corazza, Mariano [1 ,2 ]
Turovets, Sergei [2 ,3 ]
Phan Luu [2 ,3 ,4 ]
Price, Nick [5 ]
Muravchik, Carlos Horacio [1 ,6 ]
Tucker, Don [2 ,3 ,4 ]
机构
[1] Univ Nacl La Plata, CONICET, LEICI Inst Invest Elect Control & Procesamiento S, RA-1900 La Plata, Buenos Aires, Argentina
[2] Univ Oregon, Neuroinformat Ctr, Eugene, OR 97403 USA
[3] Philips EGI, Eugene, OR 97403 USA
[4] Univ Oregon, Dept Psychol, Eugene, OR 97403 USA
[5] Oregon Dept Human Serv, Eugene, OR USA
[6] Comis Invest Cient, La Plata, Buenos Aires, Argentina
关键词
Electrical impedance tomography; skull electrical conductivity; bioimpedance; biomedical signal processing; electroencephalography; DIRECT-CURRENT STIMULATION; HUMAN HEAD; IN-VIVO; VOLUME CONDUCTOR; DIELECTRIC-PROPERTIES; SOURCE LOCALIZATION; FIELD DISTRIBUTION; BRAIN; EEG; EIT;
D O I
10.1109/TBME.2017.2777143
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective: To estimate scalp, skull, compact bone, and marrow bone electrical conductivity values based on electrical impedance tomography (EIT) measurements, and to determine the influence of skull modeling details on the estimates. Methods: We collected EIT data with 62 current injection pairs and built five 6-8 million finite element (FE) head models with different grades of skull simplifications for four subjects, including three whose head models serve as Atlases in the scientific literature and in commercial equipment (Colin27 and EGI's Geosource atlases). We estimated electrical conductivity of the scalp, skull, marrow bone, and compact bone tissues for each current injection pair, each model, and each subject. Results: Closure of skull holes in FE models, use of simplified four-layer boundary element method-like models, and neglecting the CSF layer produce an overestimation of the skull conductivity of 10%, 10%-20%, and 20%-30%, respectively (accumulated overestimation of 50%-70%). The average extracted conductivities are 288 +/- 53 (the scalp), 4.3 +/- 0.08 (the compact bone), and 5.5 + 1.25 (the whole skull) mS/m. The marrow bone estimates showed large dispersion. Conclusion: Present EIT estimates for the skull conductivity are lower than typical literature reference values, but previous in vivo EIT results are likely overestimated due to the use of simpler models. Significance: Typical literature values of 7-10 mS/m for skull conductivity should be replaced by the present estimated values when using detailed skull head models. We also provide subject specific conductivity estimates for widely used Atlas head models.
引用
收藏
页码:1785 / 1797
页数:13
相关论文
共 50 条
  • [1] A Parametric Level set Method for Imaging Multiphase Conductivity Using Electrical Impedance Tomography
    Liu, Dong
    Zhao, Yuxi
    Khambampati, Anil Kumar
    Seppanen, Aku
    Du, Jiangfeng
    IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2018, 4 (04): : 552 - 561
  • [2] Parametric Detection and Classification of Compact Conductivity Contrasts With Electrical Impedance Tomography
    Samore, Andrea
    Guermandi, Marco
    Placati, Silvio
    Guerrieri, Roberto
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2017, 66 (10) : 2666 - 2679
  • [3] Quantification of measurement error effects on conductivity reconstruction in electrical impedance tomography
    Sun, Xiang
    Lee, Eunjung
    Choi, Jung-Il
    INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, 2020, 28 (12) : 1669 - 1693
  • [4] Imaging Conductivity Changes in Monolayer Graphene Using Electrical Impedance Tomography
    Khambampati, Anil Kumar
    Rahman, Sheik Abdur
    Sharma, Sunam Kumar
    Kim, Woo Young
    Kim, Kyung Youn
    MICROMACHINES, 2020, 11 (12) : 1 - 17
  • [5] Reconstructing the conductivity of nodes in electrical impedance tomography
    Li, XL
    He, XB
    Zhou, SC
    PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND, 1998, 20 : 1036 - 1037
  • [6] Imaging the complex conductivity in electrical impedance tomography
    Shallof, AM
    Barber, DC
    INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL III, 1996, : 543 - 546
  • [7] Estimation of electrical conductivity of a layered spherical head model using electrical impedance tomography
    Fernandez-Corazza, M.
    von-Ellenrieder, N.
    Muravchik, C. H.
    8TH ARGENTINEAN BIOENGINEERING SOCIETY CONFERENCE (SABI 2011) AND 7TH CLINICAL ENGINEERING MEETING, 2011, 332
  • [8] Analysis of parametric estimation of head tissue conductivities using Electrical Impedance Tomography
    Fernandez-Corazza, Mariano
    Beltrachini, Leandro
    von Ellenrieder, Nicolas
    Muravchik, Carlos H.
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2013, 8 (06) : 830 - 837
  • [9] Image reconstruction incorporated with the skull inhomogeneity for electrical impedance tomography
    Ni, Ansheng
    Dong, Xiuzhen
    Yang, Guosheng
    Fu, Feng
    Tang, Chi
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2008, 32 (05) : 409 - 415
  • [10] Modular cole phantom for parametric electrical impedance tomography
    Rigaud, B
    Chauveau, N
    Ayeva, B
    Fargues, F
    Martinez, E
    Morucci, JP
    PROCEEDINGS OF THE 18TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 18, PTS 1-5, 1997, 18 : 794 - 795