年間 6 号発行
ISSN 印刷: 0278-940X
ISSN オンライン: 1943-619X
Indexed in
High-Resolution Spatio-Temporal Functional Neuroimaging of Brain Activity
要約
The past decades have shown extraordinary progress in our ability to noninvasively image the functions of the human brain. Of particular interest is the recent trend in combining information from electrophysiological and magnetic resonance imaging, which we termed eMRI, to achieve high-resolution functional neuroimaging in both space and time domains. In this article, we review the recent progress in high-resolution functional neuroimaging, in particular the multimodal integration of electroencephalography (EEG) and magnetic resonance imaging (MRI). The state-of-the-art EEG inverse solutions based on different brain electric source models and various approaches to integrate the information from MRI are reviewed. The remaining challenges, future trends, and potential applications of the high-resolution functional neuroimaging research are discussed.
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Astolfi Laura, Cincotti Febo, Mattia Donatella, Marciani M. Grazia, Baccala Luiz A., de Vico Fallani Fabrizio, Salinari Serenella, Ursino Mauro, Zavaglia Melissa, Ding Lei, Edgar J. Christopher, Miller Gregory A., He Bin, Babiloni Fabio, Comparison of different cortical connectivity estimators for high-resolution EEG recordings, Human Brain Mapping, 28, 2, 2007. Crossref
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Kamousi B., Zhongming Liu , Bin He , Classification of motor imagery tasks for brain-computer interface applications by means of two equivalent dipoles analysis, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 13, 2, 2005. Crossref
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Pourtois Gilles, Delplanque Sylvain, Michel Christoph, Vuilleumier Patrik, Beyond Conventional Event-related Brain Potential (ERP): Exploring the Time-course of Visual Emotion Processing Using Topographic and Principal Component Analyses, Brain Topography, 20, 4, 2008. Crossref
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Astolfi Laura, De Vico Fallani F., Cincotti F., Mattia D., Marciani M. G., Salinari S., Sweeney J., Miller G. A., He B., Babiloni F., Estimation of Effective and Functional Cortical Connectivity From Neuroelectric and Hemodynamic Recordings, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 17, 3, 2009. Crossref
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Vulliemoz Serge, Lemieux Louis, Daunizeau Jean, Michel Christoph M., Duncan John S., The combination of EEG Source Imaging and EEG-correlated functional MRI to map epileptic networks, Epilepsia, 51, 4, 2010. Crossref
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Lei Ding , Bin He , Spatio-temporal EEG source localization using a three-dimensional subspace FINE approach in a realistic geometry inhomogeneous head model, IEEE Transactions on Biomedical Engineering, 53, 9, 2006. Crossref
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Astolfi L., Cincotti F., Mattia D., Marciani M.G., Baccala L.A., Fallani F.D.V., Salinari S., Ursino M., Zavaglia M., Babiloni F., Assessing cortical functional connectivity by partial directed coherence: simulations and application to real data, IEEE Transactions on Biomedical Engineering, 53, 9, 2006. Crossref
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Bai Xiaoxiao, Liu Zhongming, Zhang Nanyin, Chen Wei, He Bin, Three-Dimensional Source Imaging From Simultaneously Recorded ERP and BOLD-fMRI, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 17, 2, 2009. Crossref
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Xu Xiao-Liang, Xu Bobby, He Bin, An alternative subspace approach to EEG dipole source localization, Physics in Medicine and Biology, 49, 2, 2004. Crossref
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Murray Micah M., Brunet Denis, Michel Christoph M., Topographic ERP Analyses: A Step-by-Step Tutorial Review, Brain Topography, 20, 4, 2008. Crossref
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Astolfi L., Cincotti F., Mattia D., Babiloni C., Carducci F., Basilisco A., Rossini P.M., Salinari S., Ding L., Ni Y., He B., Babiloni F., Assessing cortical functional connectivity by linear inverse estimation and directed transfer function: simulations and application to real data, Clinical Neurophysiology, 116, 4, 2005. Crossref
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Liu Zhongming, Zhang Nanyin, Chen Wei, He Bin, Mapping the bilateral visual integration by EEG and fMRI, NeuroImage, 46, 4, 2009. Crossref
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Michel Christoph M., Murray Micah M., Lantz Göran, Gonzalez Sara, Spinelli Laurent, Grave de Peralta Rolando, EEG source imaging, Clinical Neurophysiology, 115, 10, 2004. Crossref
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Hentall Ian D., Detection of abnormal cerebral excitability by coincident stimulation and recording, Clinical Neurophysiology, 115, 11, 2004. Crossref
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Ding Lei, Worrell Gregory A., Lagerlund Terrence D., He Bin, Ictal source analysis: Localization and imaging of causal interactions in humans, NeuroImage, 34, 2, 2007. Crossref
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Bai Xiaoxiao, He Bin, On the estimation of the number of dipole sources in EEG source localization, Clinical Neurophysiology, 116, 9, 2005. Crossref
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Babiloni F., Cincotti F., Babiloni C., Carducci F., Mattia D., Astolfi L., Basilisco A., Rossini P.M., Ding L., Ni Y., Cheng J., Christine K., Sweeney J., He B., Estimation of the cortical functional connectivity with the multimodal integration of high-resolution EEG and fMRI data by directed transfer function, NeuroImage, 24, 1, 2005. Crossref
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Yang Lin, Liu Zhongming, He Bin, EEG-fMRI reciprocal functional neuroimaging, Clinical Neurophysiology, 121, 8, 2010. Crossref
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Astolfi Laura, Cincotti Febo, Mattia Donatella, Salinari Serenella, Babiloni Claudio, Basilisco Alessandra, Rossini Paolo Maria, Ding Lei, Ni Ying, He Bin, Marciani Maria Grazia, Babiloni Fabio, Estimation of the effective and functional human cortical connectivity with structural equation modeling and directed transfer function applied to high-resolution EEG, Magnetic Resonance Imaging, 22, 10, 2004. Crossref
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Liu Zhongming, Kecman Fedja, He Bin, Effects of fMRI–EEG mismatches in cortical current density estimation integrating fMRI and EEG: A simulation study, Clinical Neurophysiology, 117, 7, 2006. Crossref
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Zhang Yingchun, van Drongelen Wim, Kohrman Michael, He Bin, Three-dimensional brain current source reconstruction from intra-cranial ECoG recordings, NeuroImage, 42, 2, 2008. Crossref
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Zhang Nanyin, Zhu Xiao-Hong, Zhang Yi, Chen Wei, An fMRI study of neural interaction in large-scale cortico-thalamic visual network, NeuroImage, 42, 3, 2008. Crossref
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Borghini Gianluca, Astolfi Laura, Vecchiato Giovanni, Mattia Donatella, Babiloni Fabio, Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness, Neuroscience & Biobehavioral Reviews, 44, 2014. Crossref
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He Bin, Ding Lei, From high-resolution EEG to electrophysiological neuroimaging, International Congress Series, 1270, 2004. Crossref
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Tzovara Athina, Murray Micah M., Michel Christoph M., De Lucia Marzia, A Tutorial Review of Electrical Neuroimaging From Group-Average to Single-Trial Event-Related Potentials, Developmental Neuropsychology, 37, 6, 2012. Crossref
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Pittau Francesca, Grouiller Frédéric, Spinelli Laurent, Seeck Margitta, Michel Christoph M., Vulliemoz Serge, The Role of Functional Neuroimaging in Pre-Surgical Epilepsy Evaluation, Frontiers in Neurology, 5, 2014. Crossref
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Krakova Yelena, Tajalli Hadi, Thongpang Sanitta, Derafshi Zahra, Ban Tamas, Rahmani Safa, Selner Ashley N., Al-Tarouti Amani, Williams Justin C., Hetling John R., Spatial differences in corneal electroretinogram potentials measured in rat with a contact lens electrode array, Documenta Ophthalmologica, 129, 3, 2014. Crossref
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Xu B., Xiao-Liang Xu , Bin He , An alternative subspace approach to EEG 3-D dipole source localization, Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE Cat. No.03CH37439), 2003. Crossref
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Liu Zhongming, He Bin, A New Multimodal Imaging Strategy for integrating fMRI with EEG, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society, 2006. Crossref
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Tibdewal Manish N., Ray A.K., Malokar Monica, Manjunatha M., Multi-parameter analysis of electroencephalogram (EEG): A diagnostic measure for epilepsy, 2013 IEEE Point-of-Care Healthcare Technologies (PHT), 2013. Crossref
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Bin He , High-resolution Functional Source and Impedance Imaging, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, 2005. Crossref
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Yen Sheng-Feng, Schoonover Daniel, Sanchez Justin C., Principe Jose C., Harris John G., Differential EEG, 2009 4th International IEEE/EMBS Conference on Neural Engineering, 2009. Crossref
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Bin He , Zhongming Liu , Multimodal Functional Neuroimaging: Integrating Functional MRI and EEG/MEG, IEEE Reviews in Biomedical Engineering, 1, 2008. Crossref
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Zhongming Liu , Lei Ding , Bin He , Integration of EEG/MEG with MRI and fMRI, IEEE Engineering in Medicine and Biology Magazine, 25, 4, 2006. Crossref
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Gschwind Markus, Seeck Margitta, Transcranial direct-current stimulation as treatment in epilepsy, Expert Review of Neurotherapeutics, 16, 12, 2016. Crossref
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Merzagora Anna C., Izzetoglu Meltem, Polikar Robi, Weisser Valerie, Onaral Banu, Schultheis Maria T., Functional Near-Infrared Spectroscopy and Electroencephalography: A Multimodal Imaging Approach, in Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 5638, 2009. Crossref
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Zhang Honghui, Su Jianzhong, Wang Qingyun, Liu Yueming, Good Levi, Pascual Juan M., Predicting seizure by modeling synaptic plasticity based on EEG signals - a case study of inherited epilepsy, Communications in Nonlinear Science and Numerical Simulation, 56, 2018. Crossref
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Gschwind Markus, Seeck Margitta, Interiktale Quellenlokalisation und Vorteile des High-density-EEG, Zeitschrift für Epileptologie, 31, 3, 2018. Crossref
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Michel Christoph M., High-resolution EEG, in Clinical Neurophysiology: Basis and Technical Aspects, 160, 2019. Crossref
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Genik Richard J., Hsieh Li, Green Christopher C., Emergent Functional Brain Imaging and Driver Rehabilitation**This work is supported in part by General Motors Foundation and National Defense University., in Driver Rehabilitation and Community Mobility, 2006. Crossref
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He Bin, Lian Jie, Body Surface Laplacian Mapping of Bioelectric Sources, in Modeling and Imaging of Bioelectrical Activity, 2004. Crossref
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Zou Ling, Zhu Shan-An, He Bin, ICA-Based EEG Spatio-temporal Dipole Source Localization: A Model Study, in Advances in Neural Networks - ISNN 2006, 3973, 2006. Crossref
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Vallabhaneni Anirudh, Wang Tao, He Bin, Brain—Computer Interface, in Neural Engineering, 2005. Crossref
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Kunzer Brian E, Derafshi Zahra, Hetling John R, Visualizing spatial differences in corneal electroretinogram potentials using a three-dimensional surface spline, Journal of Neural Engineering, 18, 5, 2021. Crossref
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De Vico Fallani Fabrizio, Astolfi Laura, Cincotti Febo, Mattia Donatella, Tocci Andrea, Marciani Maria Grazia, Colosimo Alfredo, Salinari Serenella, Gao Shangkai, Cichocki Andrzej, Babiloni Fabio, Extracting Information from Cortical Connectivity Patterns Estimated from High Resolution EEG Recordings: A Theoretical Graph Approach, Brain Topography, 19, 3, 2007. Crossref
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Xi Hongguang, Su Jianzhong, A harmonic function method for EEG source reconstruction, Electronic Research Archive, 30, 2, 2022. Crossref
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Pascual-Marqui Roberto D., Sekihara Kensuke, Brandeis Daniel, Michel Christoph M., Imaging the electric neuronal generators of EEG/MEG, in Electrical Neuroimaging, 2009. Crossref
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Astolfi Laura, Bakardjian Hovagim, Cincotti Febo, Mattia Donatella, Marciani Maria Grazia, De Vico Fallani Fabrizio, Colosimo Alfredo, Salinari Serenella, Miwakeichi Fumikazu, Yamaguchi Yoko, Martinez Pablo, Cichocki Andrzej, Tocci Andrea, Babiloni Fabio, Estimate of Causality Between Independent Cortical Spatial Patterns During Movement Volition in Spinal Cord Injured Patients, Brain Topography, 19, 3, 2007. Crossref
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Selner Ashley N., Derafshi Zahra, Kunzer Brian E., Hetling John R., Three-Dimensional Model of Electroretinogram Field Potentials in the Rat Eye, IEEE Transactions on Biomedical Engineering, 65, 12, 2018. Crossref