Regularized FOCUSS algorithm for EEG/MEG source imaging

被引：0
|
作者：
Han, J [1 ]
Park, KS [1 ]
机构：
[1] Seoul Natl Univ, Interdisciplinary Program Biomed Engn, Seoul, South Korea
来源：
PROCEEDINGS OF THE 26TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7 | 2004年 / 26卷
关键词：
dipole; electroencephalography; inverse problem; sparse; regularization;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
In this paper, we derived a generalized version of the regularized FOCUSS algorithm which was derived in [3]. It allows general forms of noise covariance and reduces depth effect when imaging focal neural sources from electroencephalography (EEG) / magnetoencephalography (MEG) data. We compared a depth-weighted regularized algorithm with FOCUSS and a regularized FOCUSS through simulation study. The suggested algorithm gave sparser and less spurious solutions than the others.
引用
收藏
页码：122 / 124
页数：3
相关论文
共 50 条
  • [41] Bayesian brain source imaging based on combined MEG/EEG and fMRI using MCMC
    Jun, Sung C.
    George, John S.
    Kim, Woohan
    Pare-Blagoev, Juliana
    Plis, Sergey
    Ranken, Doug M.
    Schmidt, David M.
    NEUROIMAGE, 2008, 40 (04) : 1581 - 1594
  • [42] Simultaneous MEG and EEG source imaging of electrophysiological activity in response to acute transcranial photobiomodulation
    Pruitt, Tyrell
    Davenport, Elizabeth M.
    Proskovec, Amy L.
    Maldjian, Joseph A.
    Liu, Hanli
    FRONTIERS IN NEUROSCIENCE, 2024, 18
  • [43] Validating MEG source imaging of resting state oscillatory patterns with an intracranial EEG atlas
    Afnan, Jawata
    von Ellenrieder, Nicolas
    Lina, Jean-Marc
    Pellegrino, Giovanni
    Arcara, Giorgio
    Cai, Zhengchen
    Hedrich, Tanguy
    Abdallah, Chifaou
    Khajehpour, Hassan
    Frauscher, Birgit
    Gotman, Jean
    Grova, Christophe
    NEUROIMAGE, 2023, 274
  • [44] Informed MEG/EEG source imaging reveals the locations of interictal spikes missed by SEEG
    Shu, Su
    Luo, Shen
    Cao, Miao
    Xu, Ke
    Qin, Lang
    Zheng, Li
    Xu, Jing
    Wang, Xiongfei
    Gao, Jia-Hong
    NEUROIMAGE, 2022, 254
  • [45] Comparison of the spatial resolution of source imaging techniques in high-density EEG and MEG
    Hedrich, T.
    Pellegrino, G.
    Kobayashi, E.
    Lina, J. M.
    Grova, C.
    NEUROIMAGE, 2017, 157 : 531 - 544
  • [46] EEG/MEG source imaging using fMRI informed time-variant constraints
    Xu, Jing
    Sheng, Jingwei
    Qian, Tianyi
    Luo, Yue-Jia
    Gao, Jia-Hong
    HUMAN BRAIN MAPPING, 2018, 39 (04) : 1700 - 1711
  • [47] COMPARISON OF SOURCE LOCATION METHODS FOR EEG AND MEG
    GLASS, A
    PHYSICS IN MEDICINE AND BIOLOGY, 1987, 32 (01): : 143 - 144
  • [48] Coregistered EEG/MEG for source localization in epilepsy
    Stefan, Hermann
    EPILEPSIA, 2010, 51 : 66 - 67
  • [49] Efficient electromagnetic source imaging with adaptive standardized LORETA/FOCUSS
    Schimpf, PH
    Liu, HS
    Ramon, C
    Haueisen, J
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2005, 52 (05) : 901 - 908
  • [50] A Novel Scanning Algorithm for MEG/EEG imaging using Covariance Partitioning and Noise Learning
    Cai, Chang
    Sekihara, Kensuke
    Nagarajan, Srikantan S.
    2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, : 4803 - 4806
12345