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On the optimal z-score threshold for SISCOM analysis to localize the ictal onset zone

BACKGROUND: In epilepsy patients, SISCOM or subtraction ictal single photon emission computed tomography co-registered to magnetic resonance imaging has become a routinely used, non-invasive technique to localize the ictal onset zone (IOZ). Thresholding of clusters with a predefined number of standa...

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Autores principales: De Coster, Liesbeth, Van Laere, Koen, Cleeren, Evy, Baete, Kristof, Dupont, Patrick, Van Paesschen, Wim, Goffin, Karolien E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5904095/
https://www.ncbi.nlm.nih.gov/pubmed/29667074
http://dx.doi.org/10.1186/s13550-018-0381-9
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author De Coster, Liesbeth
Van Laere, Koen
Cleeren, Evy
Baete, Kristof
Dupont, Patrick
Van Paesschen, Wim
Goffin, Karolien E.
author_facet De Coster, Liesbeth
Van Laere, Koen
Cleeren, Evy
Baete, Kristof
Dupont, Patrick
Van Paesschen, Wim
Goffin, Karolien E.
author_sort De Coster, Liesbeth
collection PubMed
description BACKGROUND: In epilepsy patients, SISCOM or subtraction ictal single photon emission computed tomography co-registered to magnetic resonance imaging has become a routinely used, non-invasive technique to localize the ictal onset zone (IOZ). Thresholding of clusters with a predefined number of standard deviations from normality (z-score) is generally accepted to localize the IOZ. In this study, we aimed to assess the robustness of this parameter in a group of patients with well-characterized drug-resistant epilepsy in whom the exact location of the IOZ was known after successful epilepsy surgery. Eighty patients underwent preoperative SISCOM and were seizure free in a postoperative period of minimum 1 year. SISCOMs with z-threshold 2 and 1.5 were analyzed by two experienced readers separately, blinded from the clinical ground truth data. Their reported location of the IOZ was compared with the operative resection zone. Furthermore, confidence scores of the SISCOM IOZ were compared for the two thresholds. RESULTS: Visual reporting with a z-score threshold of 1.5 and 2 showed no statistically significant difference in localizing correspondence with the ground truth (70 vs. 72% respectively, p = 0.17). Interrater agreement was moderate (κ = 0.65) at the threshold of 1.5, but high (κ = 0.84) at a threshold of 2, where also reviewers were significantly more confident (p < 0.01). CONCLUSIONS: SISCOM is a clinically useful, routinely used modality in the preoperative work-up in many epilepsy surgery centers. We found no significant differences in localizing value of the IOZ using a threshold of 1.5 or 2, but interrater agreement and reader confidence were higher using a z-score threshold of 2.
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spelling pubmed-59040952018-04-24 On the optimal z-score threshold for SISCOM analysis to localize the ictal onset zone De Coster, Liesbeth Van Laere, Koen Cleeren, Evy Baete, Kristof Dupont, Patrick Van Paesschen, Wim Goffin, Karolien E. EJNMMI Res Original Research BACKGROUND: In epilepsy patients, SISCOM or subtraction ictal single photon emission computed tomography co-registered to magnetic resonance imaging has become a routinely used, non-invasive technique to localize the ictal onset zone (IOZ). Thresholding of clusters with a predefined number of standard deviations from normality (z-score) is generally accepted to localize the IOZ. In this study, we aimed to assess the robustness of this parameter in a group of patients with well-characterized drug-resistant epilepsy in whom the exact location of the IOZ was known after successful epilepsy surgery. Eighty patients underwent preoperative SISCOM and were seizure free in a postoperative period of minimum 1 year. SISCOMs with z-threshold 2 and 1.5 were analyzed by two experienced readers separately, blinded from the clinical ground truth data. Their reported location of the IOZ was compared with the operative resection zone. Furthermore, confidence scores of the SISCOM IOZ were compared for the two thresholds. RESULTS: Visual reporting with a z-score threshold of 1.5 and 2 showed no statistically significant difference in localizing correspondence with the ground truth (70 vs. 72% respectively, p = 0.17). Interrater agreement was moderate (κ = 0.65) at the threshold of 1.5, but high (κ = 0.84) at a threshold of 2, where also reviewers were significantly more confident (p < 0.01). CONCLUSIONS: SISCOM is a clinically useful, routinely used modality in the preoperative work-up in many epilepsy surgery centers. We found no significant differences in localizing value of the IOZ using a threshold of 1.5 or 2, but interrater agreement and reader confidence were higher using a z-score threshold of 2. Springer Berlin Heidelberg 2018-04-17 /pmc/articles/PMC5904095/ /pubmed/29667074 http://dx.doi.org/10.1186/s13550-018-0381-9 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Research
De Coster, Liesbeth
Van Laere, Koen
Cleeren, Evy
Baete, Kristof
Dupont, Patrick
Van Paesschen, Wim
Goffin, Karolien E.
On the optimal z-score threshold for SISCOM analysis to localize the ictal onset zone
title On the optimal z-score threshold for SISCOM analysis to localize the ictal onset zone
title_full On the optimal z-score threshold for SISCOM analysis to localize the ictal onset zone
title_fullStr On the optimal z-score threshold for SISCOM analysis to localize the ictal onset zone
title_full_unstemmed On the optimal z-score threshold for SISCOM analysis to localize the ictal onset zone
title_short On the optimal z-score threshold for SISCOM analysis to localize the ictal onset zone
title_sort on the optimal z-score threshold for siscom analysis to localize the ictal onset zone
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5904095/
https://www.ncbi.nlm.nih.gov/pubmed/29667074
http://dx.doi.org/10.1186/s13550-018-0381-9
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