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The role of blood vessels in high-resolution volume conductor head modeling of EEG

Reconstruction of the electrical sources of human EEG activity at high spatiotemporal accuracy is an important aim in neuroscience and neurological diagnostics. Over the last decades, numerous studies have demonstrated that realistic modeling of head anatomy improves the accuracy of source reconstru...

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Autores principales: Fiederer, L.D.J., Vorwerk, J., Lucka, F., Dannhauer, M., Yang, S., Dümpelmann, M., Schulze-Bonhage, A., Aertsen, A., Speck, O., Wolters, C.H., Ball, T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5225375/
https://www.ncbi.nlm.nih.gov/pubmed/26747748
http://dx.doi.org/10.1016/j.neuroimage.2015.12.041
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author Fiederer, L.D.J.
Vorwerk, J.
Lucka, F.
Dannhauer, M.
Yang, S.
Dümpelmann, M.
Schulze-Bonhage, A.
Aertsen, A.
Speck, O.
Wolters, C.H.
Ball, T.
author_facet Fiederer, L.D.J.
Vorwerk, J.
Lucka, F.
Dannhauer, M.
Yang, S.
Dümpelmann, M.
Schulze-Bonhage, A.
Aertsen, A.
Speck, O.
Wolters, C.H.
Ball, T.
author_sort Fiederer, L.D.J.
collection PubMed
description Reconstruction of the electrical sources of human EEG activity at high spatiotemporal accuracy is an important aim in neuroscience and neurological diagnostics. Over the last decades, numerous studies have demonstrated that realistic modeling of head anatomy improves the accuracy of source reconstruction of EEG signals. For example, including a cerebrospinal fluid compartment and the anisotropy of white matter electrical conductivity were both shown to significantly reduce modeling errors. Here, we for the first time quantify the role of detailed reconstructions of the cerebral blood vessels in volume conductor head modeling for EEG. To study the role of the highly arborized cerebral blood vessels, we created a submillimeter head model based on ultra-high-field-strength (7 T) structural MRI datasets. Blood vessels (arteries and emissary/intraosseous veins) were segmented using Frangi multi-scale vesselness filtering. The final head model consisted of a geometry-adapted cubic mesh with over 17 × 10(6) nodes. We solved the forward model using a finite-element-method (FEM) transfer matrix approach, which allowed reducing computation times substantially and quantified the importance of the blood vessel compartment by computing forward and inverse errors resulting from ignoring the blood vessels. Our results show that ignoring emissary veins piercing the skull leads to focal localization errors of approx. 5 to 15 mm. Large errors (>2 cm) were observed due to the carotid arteries and the dense arterial vasculature in areas such as in the insula or in the medial temporal lobe. Thus, in such predisposed areas, errors caused by neglecting blood vessels can reach similar magnitudes as those previously reported for neglecting white matter anisotropy, the CSF or the dura — structures which are generally considered important components of realistic EEG head models. Our findings thus imply that including a realistic blood vessel compartment in EEG head models will be helpful to improve the accuracy of EEG source analyses particularly when high accuracies in brain areas with dense vasculature are required.
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spelling pubmed-52253752017-03-01 The role of blood vessels in high-resolution volume conductor head modeling of EEG Fiederer, L.D.J. Vorwerk, J. Lucka, F. Dannhauer, M. Yang, S. Dümpelmann, M. Schulze-Bonhage, A. Aertsen, A. Speck, O. Wolters, C.H. Ball, T. Neuroimage Article Reconstruction of the electrical sources of human EEG activity at high spatiotemporal accuracy is an important aim in neuroscience and neurological diagnostics. Over the last decades, numerous studies have demonstrated that realistic modeling of head anatomy improves the accuracy of source reconstruction of EEG signals. For example, including a cerebrospinal fluid compartment and the anisotropy of white matter electrical conductivity were both shown to significantly reduce modeling errors. Here, we for the first time quantify the role of detailed reconstructions of the cerebral blood vessels in volume conductor head modeling for EEG. To study the role of the highly arborized cerebral blood vessels, we created a submillimeter head model based on ultra-high-field-strength (7 T) structural MRI datasets. Blood vessels (arteries and emissary/intraosseous veins) were segmented using Frangi multi-scale vesselness filtering. The final head model consisted of a geometry-adapted cubic mesh with over 17 × 10(6) nodes. We solved the forward model using a finite-element-method (FEM) transfer matrix approach, which allowed reducing computation times substantially and quantified the importance of the blood vessel compartment by computing forward and inverse errors resulting from ignoring the blood vessels. Our results show that ignoring emissary veins piercing the skull leads to focal localization errors of approx. 5 to 15 mm. Large errors (>2 cm) were observed due to the carotid arteries and the dense arterial vasculature in areas such as in the insula or in the medial temporal lobe. Thus, in such predisposed areas, errors caused by neglecting blood vessels can reach similar magnitudes as those previously reported for neglecting white matter anisotropy, the CSF or the dura — structures which are generally considered important components of realistic EEG head models. Our findings thus imply that including a realistic blood vessel compartment in EEG head models will be helpful to improve the accuracy of EEG source analyses particularly when high accuracies in brain areas with dense vasculature are required. 2015-12-31 2016-03 /pmc/articles/PMC5225375/ /pubmed/26747748 http://dx.doi.org/10.1016/j.neuroimage.2015.12.041 Text en http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Fiederer, L.D.J.
Vorwerk, J.
Lucka, F.
Dannhauer, M.
Yang, S.
Dümpelmann, M.
Schulze-Bonhage, A.
Aertsen, A.
Speck, O.
Wolters, C.H.
Ball, T.
The role of blood vessels in high-resolution volume conductor head modeling of EEG
title The role of blood vessels in high-resolution volume conductor head modeling of EEG
title_full The role of blood vessels in high-resolution volume conductor head modeling of EEG
title_fullStr The role of blood vessels in high-resolution volume conductor head modeling of EEG
title_full_unstemmed The role of blood vessels in high-resolution volume conductor head modeling of EEG
title_short The role of blood vessels in high-resolution volume conductor head modeling of EEG
title_sort role of blood vessels in high-resolution volume conductor head modeling of eeg
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5225375/
https://www.ncbi.nlm.nih.gov/pubmed/26747748
http://dx.doi.org/10.1016/j.neuroimage.2015.12.041
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