Literature DB >> 15858829

fMRI-constrained MEG source imaging and consideration of fMRI invisible sources.

Chang-Hwan Im1, Hyun-Kyo Jung, Norio Fujimaki.   

Abstract

Recent studies on multimodal brain source imaging have shown that the use of functional MRI (fMRI) prior information could enhance spatial resolution of magnetoencephalography (MEG), while MEG could compensate poor temporal resolution of fMRI. This article deals with a multimodal imaging method, which combines fMRI and MEG for enhancing both spatial and temporal resolutions. Recent studies on the combination of fMRI and MEG have suggested that the fMRI prior information could be very easily implemented by just giving different weighting factors to the diagonal terms of source covariance matrix in linear inverse operator. We applied the fMRI constrained imaging method to several simulation data and experimental data (Japanese language lexical judgment experiment), and found that some MEG sources may be eliminated by the introduction of the fMRI weighting and the eliminated sources may affect source estimation in fMRI activation regions. In this article, in order to check whether the eliminated sources were fMRI invisible ones or just spurious ones, we placed small numbers of regional sources (rotating dipoles) around all possible activation regions and investigated their temporal changes. By investigating the results carefully, we could evaluate whether the missed sources were real or not. Copyright 2005 Wiley-Liss, Inc.

Mesh:

Year:  2005        PMID: 15858829      PMCID: PMC6871690          DOI: 10.1002/hbm.20143

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  19 in total

1.  Activation of multiple cortical areas in response to somatosensory stimulation: combined magnetoencephalographic and functional magnetic resonance imaging.

Authors:  A Korvenoja; J Huttunen; E Salli; H Pohjonen; S Martinkauppi; J M Palva; L Lauronen; J Virtanen; R J Ilmoniemi; H J Aronen
Journal:  Hum Brain Mapp       Date:  1999       Impact factor: 5.038

2.  Functional magnetic resonance imaging of neural activity related to orthographic, phonological, and lexico-semantic judgments of visually presented characters and words.

Authors:  N Fujimaki; S Miyauchi; B Pütz; Y Sasaki; R Takino; K Sakai; T Tamada
Journal:  Hum Brain Mapp       Date:  1999       Impact factor: 5.038

3.  Evaluation of inverse methods and head models for EEG source localization using a human skull phantom.

Authors:  S Baillet; J J Riera; G Marin; J F Mangin; J Aubert; L Garnero
Journal:  Phys Med Biol       Date:  2001-01       Impact factor: 3.609

4.  Monte Carlo simulation studies of EEG and MEG localization accuracy.

Authors:  Arthur K Liu; Anders M Dale; John W Belliveau
Journal:  Hum Brain Mapp       Date:  2002-05       Impact factor: 5.038

5.  BrainSuite: an automated cortical surface identification tool.

Authors:  David W Shattuck; Richard M Leahy
Journal:  Med Image Anal       Date:  2002-06       Impact factor: 8.545

6.  An fMRI-constrained MEG source analysis with procedures for dividing and grouping activation.

Authors:  Norio Fujimaki; Tomoe Hayakawa; Matthew Nielsen; Thomas R Knösche; Satoru Miyauchi
Journal:  Neuroimage       Date:  2002-09       Impact factor: 6.556

Review 7.  How can EEG/MEG and fMRI/PET data be combined?

Authors:  Barry Horwitz; David Poeppel
Journal:  Hum Brain Mapp       Date:  2002-09       Impact factor: 5.038

8.  Improved Localizadon of Cortical Activity by Combining EEG and MEG with MRI Cortical Surface Reconstruction: A Linear Approach.

Authors:  A M Dale; M I Sereno
Journal:  J Cogn Neurosci       Date:  1993       Impact factor: 3.225

9.  Spatiotemporal imaging of human brain activity using functional MRI constrained magnetoencephalography data: Monte Carlo simulations.

Authors:  A K Liu; J W Belliveau; A M Dale
Journal:  Proc Natl Acad Sci U S A       Date:  1998-07-21       Impact factor: 11.205

10.  Spatiotemporal activity of a cortical network for processing visual motion revealed by MEG and fMRI.

Authors:  S P Ahlfors; G V Simpson; A M Dale; J W Belliveau; A K Liu; A Korvenoja; J Virtanen; M Huotilainen; R B Tootell; H J Aronen; R J Ilmoniemi
Journal:  J Neurophysiol       Date:  1999-11       Impact factor: 2.714

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  4 in total

1.  Dealing with mismatched fMRI activations in fMRI constrained EEG cortical source imaging: a simulation study assuming various mismatch types.

Authors:  Chang-Hwan Im
Journal:  Med Biol Eng Comput       Date:  2007-01-03       Impact factor: 2.602

2.  Spatial resolution of EEG cortical source imaging revealed by localization of retinotopic organization in human primary visual cortex.

Authors:  Chang-Hwan Im; Arvind Gururajan; Nanyin Zhang; Wei Chen; Bin He
Journal:  J Neurosci Methods       Date:  2006-11-13       Impact factor: 2.390

3.  Improved method for retinotopy constrained source estimation of visual-evoked responses.

Authors:  Donald J Hagler; Anders M Dale
Journal:  Hum Brain Mapp       Date:  2011-11-18       Impact factor: 5.038

4.  Cancellation of EEG and MEG signals generated by extended and distributed sources.

Authors:  Seppo P Ahlfors; Jooman Han; Fa-Hsuan Lin; Thomas Witzel; John W Belliveau; Matti S Hämäläinen; Eric Halgren
Journal:  Hum Brain Mapp       Date:  2010-01       Impact factor: 5.038

  4 in total

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