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
  • [31] Sensitivity of MEG and EEG to Source Orientation
    Ahlfors, Seppo P.
    Han, Jooman
    Belliveau, John W.
    Haemaelaeinen, Matti S.
    BRAIN TOPOGRAPHY, 2010, 23 (03) : 227 - 232
  • [32] Sensitivity of MEG and EEG to Source Orientation
    Seppo P. Ahlfors
    Jooman Han
    John W. Belliveau
    Matti S. Hämäläinen
    Brain Topography, 2010, 23 : 227 - 232
  • [33] Investigation of EEG and MEG Source Imaging Accuracy in Reconstructing Extended Cortical Sources
    Ding, Lei
    Yuan, Han
    2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2011, : 7013 - 7016
  • [34] Probabilistic Structure Learning for EEG/MEG Source Imaging With Hierarchical Graph Priors
    Liu, Feng
    Wang, Li
    Lou, Yifei
    Li, Ren-Cang
    Purdon, Patrick L.
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 40 (01) : 321 - 334
  • [35] Debiased Estimation and Inference for Spatial-Temporal EEG/MEG Source Imaging
    Tong, Pei Feng
    Yang, Haoran
    Ding, Xinru
    Ding, Yuchuan
    Geng, Xiaokun
    An, Shan
    Wang, Guoxin
    Chen, Song Xi
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 44 (03) : 1480 - 1493
  • [36] STRAPS: A Fully Data-Driven Spatio-Temporally Regularized Algorithm for M/EEG Patch Source Imaging
    Liu, Ke
    Yu, Zhu Liang
    Wu, Wei
    Gu, Zhenghui
    Li, Yuanqing
    INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2015, 25 (04)
  • [37] Standardized shrinking LORETA-FOCUSS (SSLOFO): A new algorithm for spatio-temporal EEG source reconstruction
    Liu, HS
    Schimpf, PH
    Dong, GY
    Gao, XR
    Yang, FS
    Gao, SK
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2005, 52 (10) : 1681 - 1691
  • [38] A technique to consider mismatches between fMRI and EEG/MEG sources for fMRI-constrained EEG/MEG source imaging: a preliminary simulation study
    Im, Chang-Hwan
    Lee, Soo Yeol
    PHYSICS IN MEDICINE AND BIOLOGY, 2006, 51 (23): : 6005 - 6021
  • [39] Compressive Direction-of-Arrival Estimation via Regularized Multiple Measurement FOCUSS Algorithm
    Yang, Shuyuan
    Li, Bin
    Wang, Min
    Ma, Wenping
    PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2014, : 2800 - 2803
  • [40] Gaussian source model based iterative algorithm for EEG source imaging
    Lei, Xu
    Xu, Peng
    Chen, Antao
    Yao, Dezhong
    COMPUTERS IN BIOLOGY AND MEDICINE, 2009, 39 (11) : 978 - 988
12345