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Head model and electrical source imaging: A study of 38 epileptic patients()

Electrical source imaging (ESI) aims at reconstructing the electrical brain activity from scalp EEG. When applied to interictal epileptiform discharges (IEDs), this technique is of great use for identifying the irritative zone in focal epilepsies. Inaccuracies in the modeling of electro-magnetic fie...

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Autores principales: Birot, Gwénael, Spinelli, Laurent, Vulliémoz, Serge, Mégevand, Pierre, Brunet, Denis, Seeck, Margitta, Michel, Christoph M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4081973/
https://www.ncbi.nlm.nih.gov/pubmed/25003030
http://dx.doi.org/10.1016/j.nicl.2014.06.005
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author Birot, Gwénael
Spinelli, Laurent
Vulliémoz, Serge
Mégevand, Pierre
Brunet, Denis
Seeck, Margitta
Michel, Christoph M.
author_facet Birot, Gwénael
Spinelli, Laurent
Vulliémoz, Serge
Mégevand, Pierre
Brunet, Denis
Seeck, Margitta
Michel, Christoph M.
author_sort Birot, Gwénael
collection PubMed
description Electrical source imaging (ESI) aims at reconstructing the electrical brain activity from scalp EEG. When applied to interictal epileptiform discharges (IEDs), this technique is of great use for identifying the irritative zone in focal epilepsies. Inaccuracies in the modeling of electro-magnetic field propagation in the head (forward model) may strongly influence ESI and lead to mislocalization of IED generators. However, a systematic study on the influence of the selected head model on the localization precision of IED in a large number of patients with known focus localization has not yet been performed. We here present such a performance evaluation of different head models in a dataset of 38 epileptic patients who have undergone high-density scalp EEG, intracranial EEG and, for the majority, subsequent surgery. We compared ESI accuracy resulting from three head models: a Locally Spherical Model with Anatomical Constraints (LSMAC), a Boundary Element Model (BEM) and a Finite Element Model (FEM). All of them were computed from the individual MRI of the patient and ESI was performed on averaged IED. We found that all head models provided very similar source locations. In patients having a positive post-operative outcome, at least 74% of the source maxima were within the resection. The median distance from the source maximum to the nearest intracranial electrode showing IED was 13.2, 15.6 and 15.6 mm for LSMAC, BEM and FEM, respectively. The study demonstrates that in clinical applications, the use of highly sophisticated and difficult to implement head models is not a crucial factor for an accurate ESI.
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spelling pubmed-40819732014-07-07 Head model and electrical source imaging: A study of 38 epileptic patients() Birot, Gwénael Spinelli, Laurent Vulliémoz, Serge Mégevand, Pierre Brunet, Denis Seeck, Margitta Michel, Christoph M. Neuroimage Clin Article Electrical source imaging (ESI) aims at reconstructing the electrical brain activity from scalp EEG. When applied to interictal epileptiform discharges (IEDs), this technique is of great use for identifying the irritative zone in focal epilepsies. Inaccuracies in the modeling of electro-magnetic field propagation in the head (forward model) may strongly influence ESI and lead to mislocalization of IED generators. However, a systematic study on the influence of the selected head model on the localization precision of IED in a large number of patients with known focus localization has not yet been performed. We here present such a performance evaluation of different head models in a dataset of 38 epileptic patients who have undergone high-density scalp EEG, intracranial EEG and, for the majority, subsequent surgery. We compared ESI accuracy resulting from three head models: a Locally Spherical Model with Anatomical Constraints (LSMAC), a Boundary Element Model (BEM) and a Finite Element Model (FEM). All of them were computed from the individual MRI of the patient and ESI was performed on averaged IED. We found that all head models provided very similar source locations. In patients having a positive post-operative outcome, at least 74% of the source maxima were within the resection. The median distance from the source maximum to the nearest intracranial electrode showing IED was 13.2, 15.6 and 15.6 mm for LSMAC, BEM and FEM, respectively. The study demonstrates that in clinical applications, the use of highly sophisticated and difficult to implement head models is not a crucial factor for an accurate ESI. Elsevier 2014-06-16 /pmc/articles/PMC4081973/ /pubmed/25003030 http://dx.doi.org/10.1016/j.nicl.2014.06.005 Text en © 2014 The Authors. Published by Elsevier Inc. All rights reserved. http://creativecommons.org/licenses/by-nc-nd/3.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/3.0/).
spellingShingle Article
Birot, Gwénael
Spinelli, Laurent
Vulliémoz, Serge
Mégevand, Pierre
Brunet, Denis
Seeck, Margitta
Michel, Christoph M.
Head model and electrical source imaging: A study of 38 epileptic patients()
title Head model and electrical source imaging: A study of 38 epileptic patients()
title_full Head model and electrical source imaging: A study of 38 epileptic patients()
title_fullStr Head model and electrical source imaging: A study of 38 epileptic patients()
title_full_unstemmed Head model and electrical source imaging: A study of 38 epileptic patients()
title_short Head model and electrical source imaging: A study of 38 epileptic patients()
title_sort head model and electrical source imaging: a study of 38 epileptic patients()
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4081973/
https://www.ncbi.nlm.nih.gov/pubmed/25003030
http://dx.doi.org/10.1016/j.nicl.2014.06.005
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