Visual analysis of high density EEG: As good as electrical source imaging?

•Visual analysis of HD-EEG is an excellent tool to explore the epileptogenic focus.•ESI remains the gold standard for presurgical evaluation of the cortical source.•ESI at 50% slope/ESI at peak discordance could predict worse surgical outcome. In this study, we sought to determine whether visual ana...

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Published inClinical neurophysiology practice Vol. 5; pp. 16 - 22
Main Authors Toscano, Gianpaolo, Carboni, Margherita, Rubega, Maria, Spinelli, Laurent, Pittau, Francesca, Bartoli, Andrea, Momjian, Shahan, Manni, Raffaele, Terzaghi, Michele, Vulliemoz, Serge, Seeck, Margitta
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier B.V 01.01.2020
Elsevier
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Online AccessGet full text
ISSN2467-981X
2467-981X
DOI10.1016/j.cnp.2019.09.002

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Abstract •Visual analysis of HD-EEG is an excellent tool to explore the epileptogenic focus.•ESI remains the gold standard for presurgical evaluation of the cortical source.•ESI at 50% slope/ESI at peak discordance could predict worse surgical outcome. In this study, we sought to determine whether visual analysis of high density EEG (HD-EEG) would provide similar localizing information comparable to electrical source imaging (ESI). HD-EEG (256 electrodes) recordings from 20 patients suffering from unifocal, drug-resistant epilepsy (13 women, mean age 29.1 ± 2.62 years, 11 with temporal lobe epilepsy) were examined. In the visual analysis condition, we identified the 5 contacts with maximal spike amplitude and determined their localization with respect to the underlying cortex. ESI was computed using the LAURA algorithm of the averaged spikes in the patient’s individual MRI. We considered the localization “correct” if all 5 contacts were concordant with the resection volume underneath or if ESI was located within the resection as determined by the postoperative MRI. Twelve patients were postoperatively seizure-free (Engel Class IA), while the remaining eight were in class IB to IV. Visual analysis and ESI showed sensitivity of 58% and 75%, specificity of 75% and 87%, and accuracy of 65% and 80%, respectively. In 70% of cases, visual analysis and ESI provided concordant results. Localization of the electrodes with maximal spike amplitude provides very good estimation of the localization of the underlying source. However, ESI has a higher accuracy and adds 3D information; therefore, it should remain the tool of choice for presurgical evaluation. The present study proposes the possibility to analyze HD-EEG visually, in tandem with ESI or alone, if ESI is not accessible.
AbstractList In this study, we sought to determine whether visual analysis of high density EEG (HD-EEG) would provide similar localizing information comparable to electrical source imaging (ESI).OBJECTIVEIn this study, we sought to determine whether visual analysis of high density EEG (HD-EEG) would provide similar localizing information comparable to electrical source imaging (ESI).HD-EEG (256 electrodes) recordings from 20 patients suffering from unifocal, drug-resistant epilepsy (13 women, mean age 29.1 ± 2.62 years, 11 with temporal lobe epilepsy) were examined. In the visual analysis condition, we identified the 5 contacts with maximal spike amplitude and determined their localization with respect to the underlying cortex. ESI was computed using the LAURA algorithm of the averaged spikes in the patient's individual MRI. We considered the localization "correct" if all 5 contacts were concordant with the resection volume underneath or if ESI was located within the resection as determined by the postoperative MRI.METHODSHD-EEG (256 electrodes) recordings from 20 patients suffering from unifocal, drug-resistant epilepsy (13 women, mean age 29.1 ± 2.62 years, 11 with temporal lobe epilepsy) were examined. In the visual analysis condition, we identified the 5 contacts with maximal spike amplitude and determined their localization with respect to the underlying cortex. ESI was computed using the LAURA algorithm of the averaged spikes in the patient's individual MRI. We considered the localization "correct" if all 5 contacts were concordant with the resection volume underneath or if ESI was located within the resection as determined by the postoperative MRI.Twelve patients were postoperatively seizure-free (Engel Class IA), while the remaining eight were in class IB to IV. Visual analysis and ESI showed sensitivity of 58% and 75%, specificity of 75% and 87%, and accuracy of 65% and 80%, respectively. In 70% of cases, visual analysis and ESI provided concordant results.RESULTSTwelve patients were postoperatively seizure-free (Engel Class IA), while the remaining eight were in class IB to IV. Visual analysis and ESI showed sensitivity of 58% and 75%, specificity of 75% and 87%, and accuracy of 65% and 80%, respectively. In 70% of cases, visual analysis and ESI provided concordant results.Localization of the electrodes with maximal spike amplitude provides very good estimation of the localization of the underlying source. However, ESI has a higher accuracy and adds 3D information; therefore, it should remain the tool of choice for presurgical evaluation.CONCLUSIONSLocalization of the electrodes with maximal spike amplitude provides very good estimation of the localization of the underlying source. However, ESI has a higher accuracy and adds 3D information; therefore, it should remain the tool of choice for presurgical evaluation.The present study proposes the possibility to analyze HD-EEG visually, in tandem with ESI or alone, if ESI is not accessible.SIGNIFICANCEThe present study proposes the possibility to analyze HD-EEG visually, in tandem with ESI or alone, if ESI is not accessible.
•Visual analysis of HD-EEG is an excellent tool to explore the epileptogenic focus.•ESI remains the gold standard for presurgical evaluation of the cortical source.•ESI at 50% slope/ESI at peak discordance could predict worse surgical outcome. In this study, we sought to determine whether visual analysis of high density EEG (HD-EEG) would provide similar localizing information comparable to electrical source imaging (ESI). HD-EEG (256 electrodes) recordings from 20 patients suffering from unifocal, drug-resistant epilepsy (13 women, mean age 29.1 ± 2.62 years, 11 with temporal lobe epilepsy) were examined. In the visual analysis condition, we identified the 5 contacts with maximal spike amplitude and determined their localization with respect to the underlying cortex. ESI was computed using the LAURA algorithm of the averaged spikes in the patient’s individual MRI. We considered the localization “correct” if all 5 contacts were concordant with the resection volume underneath or if ESI was located within the resection as determined by the postoperative MRI. Twelve patients were postoperatively seizure-free (Engel Class IA), while the remaining eight were in class IB to IV. Visual analysis and ESI showed sensitivity of 58% and 75%, specificity of 75% and 87%, and accuracy of 65% and 80%, respectively. In 70% of cases, visual analysis and ESI provided concordant results. Localization of the electrodes with maximal spike amplitude provides very good estimation of the localization of the underlying source. However, ESI has a higher accuracy and adds 3D information; therefore, it should remain the tool of choice for presurgical evaluation. The present study proposes the possibility to analyze HD-EEG visually, in tandem with ESI or alone, if ESI is not accessible.
Objective: In this study, we sought to determine whether visual analysis of high density EEG (HD-EEG) would provide similar localizing information comparable to electrical source imaging (ESI). Methods: HD-EEG (256 electrodes) recordings from 20 patients suffering from unifocal, drug-resistant epilepsy (13 women, mean age 29.1 ± 2.62 years, 11 with temporal lobe epilepsy) were examined. In the visual analysis condition, we identified the 5 contacts with maximal spike amplitude and determined their localization with respect to the underlying cortex. ESI was computed using the LAURA algorithm of the averaged spikes in the patient’s individual MRI. We considered the localization “correct” if all 5 contacts were concordant with the resection volume underneath or if ESI was located within the resection as determined by the postoperative MRI. Results: Twelve patients were postoperatively seizure-free (Engel Class IA), while the remaining eight were in class IB to IV. Visual analysis and ESI showed sensitivity of 58% and 75%, specificity of 75% and 87%, and accuracy of 65% and 80%, respectively. In 70% of cases, visual analysis and ESI provided concordant results. Conclusions: Localization of the electrodes with maximal spike amplitude provides very good estimation of the localization of the underlying source. However, ESI has a higher accuracy and adds 3D information; therefore, it should remain the tool of choice for presurgical evaluation. Significance: The present study proposes the possibility to analyze HD-EEG visually, in tandem with ESI or alone, if ESI is not accessible.
In this study, we sought to determine whether visual analysis of high density EEG (HD-EEG) would provide similar localizing information comparable to electrical source imaging (ESI). HD-EEG (256 electrodes) recordings from 20 patients suffering from unifocal, drug-resistant epilepsy (13 women, mean age 29.1 ± 2.62 years, 11 with temporal lobe epilepsy) were examined. In the visual analysis condition, we identified the 5 contacts with maximal spike amplitude and determined their localization with respect to the underlying cortex. ESI was computed using the LAURA algorithm of the averaged spikes in the patient's individual MRI. We considered the localization "correct" if all 5 contacts were concordant with the resection volume underneath or if ESI was located within the resection as determined by the postoperative MRI. Twelve patients were postoperatively seizure-free (Engel Class IA), while the remaining eight were in class IB to IV. Visual analysis and ESI showed sensitivity of 58% and 75%, specificity of 75% and 87%, and accuracy of 65% and 80%, respectively. In 70% of cases, visual analysis and ESI provided concordant results. Localization of the electrodes with maximal spike amplitude provides very good estimation of the localization of the underlying source. However, ESI has a higher accuracy and adds 3D information; therefore, it should remain the tool of choice for presurgical evaluation. The present study proposes the possibility to analyze HD-EEG visually, in tandem with ESI or alone, if ESI is not accessible.
• Visual analysis of HD-EEG is an excellent tool to explore the epileptogenic focus. • ESI remains the gold standard for presurgical evaluation of the cortical source. • ESI at 50% slope/ESI at peak discordance could predict worse surgical outcome.
Author Rubega, Maria
Spinelli, Laurent
Carboni, Margherita
Toscano, Gianpaolo
Terzaghi, Michele
Seeck, Margitta
Bartoli, Andrea
Momjian, Shahan
Vulliemoz, Serge
Pittau, Francesca
Manni, Raffaele
AuthorAffiliation b Unit of Sleep Medicine and Epilepsy, IRCCS Mondino Foundation, Pavia, Italy
a EEG and Epilepsy Unit, University Hospital of Geneva, Geneva, Switzerland
e Department of Neurosurgery, University Hospital of Geneva, Geneva, Switzerland
d Functional Brain Mapping Lab, Department of Fundamental Neurosciences, University of Geneva, Geneva, Switzerland
c Department of Brain and Behavioural Sciences, University of Pavia, Italy
AuthorAffiliation_xml – name: b Unit of Sleep Medicine and Epilepsy, IRCCS Mondino Foundation, Pavia, Italy
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CitedBy_id crossref_primary_10_1113_JP286639
crossref_primary_10_1002_epi4_12732
crossref_primary_10_1016_j_cnp_2019_11_001
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Keywords Epilepsy surgery
Source analysis
MRI
High density EEG
Focus localization
Electric source imaging
Language English
License This is an open access article under the CC BY-NC-ND license.
2019 International Federation of Clinical Neurophysiology. Published by Elsevier B.V.
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Snippet •Visual analysis of HD-EEG is an excellent tool to explore the epileptogenic focus.•ESI remains the gold standard for presurgical evaluation of the cortical...
In this study, we sought to determine whether visual analysis of high density EEG (HD-EEG) would provide similar localizing information comparable to...
• Visual analysis of HD-EEG is an excellent tool to explore the epileptogenic focus. • ESI remains the gold standard for presurgical evaluation of the cortical...
Objective: In this study, we sought to determine whether visual analysis of high density EEG (HD-EEG) would provide similar localizing information comparable...
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SubjectTerms Clinical and
Electric source imaging
Epilepsy surgery
Focus localization
High density EEG
MRI
Source analysis
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Title Visual analysis of high density EEG: As good as electrical source imaging?
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