Skull Conductivity Estimation for EEG Source Localization

被引:3
|
作者
Costa, Facundo [1 ]
Batatia, Hadj [1 ]
Oberlin, Thomas [1 ]
Tourneret, Jean-Yves [1 ]
机构
[1] Univ Toulouse, INP ENSEEIHT, F-31071 Toulouse, France
关键词
Bayes methods; M/EEG measurements; source localization; sparsity; IN-VIVO; TISSUE CONDUCTIVITY; MODEL ERRORS; MEG; HEAD; BRAIN;
D O I
10.1109/LSP.2017.2669101
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Areliable leadfield matrix is needed to solve the magnetoencephalography/electroencephalography (M/EEG) source localization problem. The computation of this matrix requires several physical parameters, including the conductivity of the tissues that compose the subject's head. Since it is not precisely known, we modify a recent Bayesian algorithm to estimate the skull conductivity jointly with the brain activity directly from the M/EEG measurements. Synthetic and real data are used to compare our technique with two optimization algorithms, showing that the proposed method is able to provide results of similar or better quality with the advantage of being applicable in a more general case.
引用
收藏
页码:422 / 426
页数:5
相关论文
共 50 条
  • [1] Effect of Brain-to-Skull Conductivity Ratio on EEG Source Localization Accuracy
    Wang, Gang
    Ren, Doutian
    BIOMED RESEARCH INTERNATIONAL, 2013, 2013
  • [2] Improved EEG source localization with Bayesian uncertainty modelling of unknown skull conductivity
    Rimpilaeinen, Ville
    Koulouri, Alexandra
    Lucka, Felix
    Kaipio, Jan P.
    Wolters, Carsten H.
    NEUROIMAGE, 2019, 188 : 252 - 260
  • [3] Impact of skull-to-brain conductivity ratio for high resolution EEG source localization
    Demoulin, Gregoire
    Pruvost-Robieux, Estelle
    Marchi, Angela
    Ramdani, Celine
    Badier, Jean-Michel
    Bartolomei, Fabrice
    Gavaret, Martine
    BIOMEDICAL PHYSICS & ENGINEERING EXPRESS, 2021, 7 (05):
  • [4] Influence of Skull Modeling Approaches on EEG Source Localization
    Victoria Montes-Restrepo
    Pieter van Mierlo
    Gregor Strobbe
    Steven Staelens
    Stefaan Vandenberghe
    Hans Hallez
    Brain Topography, 2014, 27 : 95 - 111
  • [5] Influence of isotropic skull models on EEG source localization
    Montes-Restrepo, Victoria
    van Mierlo, Pieter
    Lopez, Jose D.
    Hallez, Hans
    Vandenberghe, Stefaan
    2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 3295 - 3298
  • [6] Influence of Skull Modeling Approaches on EEG Source Localization
    Montes-Restrepo, Victoria
    van Mierlo, Pieter
    Strobbe, Gregor
    Staelens, Steven
    Vandenberghe, Stefaan
    Hallez, Hans
    BRAIN TOPOGRAPHY, 2014, 27 (01) : 95 - 111
  • [7] Effects of local skull inhomogeneities on EEG source estimation
    Ollikainen, JO
    Vauhkonen, M
    Karjalainen, PA
    Kaipio, JP
    MEDICAL ENGINEERING & PHYSICS, 1999, 21 (03) : 143 - 154
  • [8] Bayesian Modelling of Skull Conductivity Uncertainties in EEG Source Imaging
    Rimpilaeinen, V.
    Koulouri, A.
    Lucka, F.
    Kaipio, J. P.
    Wolters, C. H.
    EMBEC & NBC 2017, 2018, 65 : 892 - 895
  • [9] Influence of skull conductivity perturbations on EEG dipole source analysis
    Chen, Fangmin
    Hallez, Hans
    Staelens, Steven
    MEDICAL PHYSICS, 2010, 37 (08) : 4475 - 4484
  • [10] The Relationship between Conductivity Uncertainties and EEG Source Localization Accuracy
    Wang, Gang
    Yang, Lin
    Worrell, Gregory
    He, Bin
    2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20, 2009, : 4799 - +