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Empirical transmit field bias correction of T1w/T2w myelin maps
T1-weighted divided by T2-weighted (T1w/T2w) myelin maps were initially developed for neuroanatomical analyses such as identifying cortical areas, but they are increasingly used in statistical comparisons across individuals and groups with other variables of interest. Existing T1w/T2w myelin maps co...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Academic Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483036/ https://www.ncbi.nlm.nih.gov/pubmed/35697132 http://dx.doi.org/10.1016/j.neuroimage.2022.119360 |
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author | Glasser, Matthew F. Coalson, Timothy S. Harms, Michael P. Xu, Junqian Baum, Graham L. Autio, Joonas A. Auerbach, Edward J. Greve, Douglas N. Yacoub, Essa Van Essen, David C. Bock, Nicholas A. Hayashi, Takuya |
author_facet | Glasser, Matthew F. Coalson, Timothy S. Harms, Michael P. Xu, Junqian Baum, Graham L. Autio, Joonas A. Auerbach, Edward J. Greve, Douglas N. Yacoub, Essa Van Essen, David C. Bock, Nicholas A. Hayashi, Takuya |
author_sort | Glasser, Matthew F. |
collection | PubMed |
description | T1-weighted divided by T2-weighted (T1w/T2w) myelin maps were initially developed for neuroanatomical analyses such as identifying cortical areas, but they are increasingly used in statistical comparisons across individuals and groups with other variables of interest. Existing T1w/T2w myelin maps contain radiofrequency transmit field (B1+) biases, which may be correlated with these variables of interest, leading to potentially spurious results. Here we propose two empirical methods for correcting these transmit field biases using either explicit measures of the transmit field or alternatively a ‘pseudo-transmit’ approach that is highly correlated with the transmit field at 3T. We find that the resulting corrected T1w/T2w myelin maps are both better neuroanatomical measures (e.g., for use in cross-species comparisons), and more appropriate for statistical comparisons of relative T1w/T2w differences across individuals and groups (e.g., sex, age, or body-mass-index) within a consistently acquired study at 3T. We recommend that investigators who use the T1w/T2w approach for mapping cortical myelin use these B1+ transmit field corrected myelin maps going forward. |
format | Online Article Text |
id | pubmed-9483036 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Academic Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-94830362022-09-30 Empirical transmit field bias correction of T1w/T2w myelin maps Glasser, Matthew F. Coalson, Timothy S. Harms, Michael P. Xu, Junqian Baum, Graham L. Autio, Joonas A. Auerbach, Edward J. Greve, Douglas N. Yacoub, Essa Van Essen, David C. Bock, Nicholas A. Hayashi, Takuya Neuroimage Article T1-weighted divided by T2-weighted (T1w/T2w) myelin maps were initially developed for neuroanatomical analyses such as identifying cortical areas, but they are increasingly used in statistical comparisons across individuals and groups with other variables of interest. Existing T1w/T2w myelin maps contain radiofrequency transmit field (B1+) biases, which may be correlated with these variables of interest, leading to potentially spurious results. Here we propose two empirical methods for correcting these transmit field biases using either explicit measures of the transmit field or alternatively a ‘pseudo-transmit’ approach that is highly correlated with the transmit field at 3T. We find that the resulting corrected T1w/T2w myelin maps are both better neuroanatomical measures (e.g., for use in cross-species comparisons), and more appropriate for statistical comparisons of relative T1w/T2w differences across individuals and groups (e.g., sex, age, or body-mass-index) within a consistently acquired study at 3T. We recommend that investigators who use the T1w/T2w approach for mapping cortical myelin use these B1+ transmit field corrected myelin maps going forward. Academic Press 2022-09 /pmc/articles/PMC9483036/ /pubmed/35697132 http://dx.doi.org/10.1016/j.neuroimage.2022.119360 Text en © 2022 The Authors. Published by Elsevier Inc. https://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 Glasser, Matthew F. Coalson, Timothy S. Harms, Michael P. Xu, Junqian Baum, Graham L. Autio, Joonas A. Auerbach, Edward J. Greve, Douglas N. Yacoub, Essa Van Essen, David C. Bock, Nicholas A. Hayashi, Takuya Empirical transmit field bias correction of T1w/T2w myelin maps |
title | Empirical transmit field bias correction of T1w/T2w myelin maps |
title_full | Empirical transmit field bias correction of T1w/T2w myelin maps |
title_fullStr | Empirical transmit field bias correction of T1w/T2w myelin maps |
title_full_unstemmed | Empirical transmit field bias correction of T1w/T2w myelin maps |
title_short | Empirical transmit field bias correction of T1w/T2w myelin maps |
title_sort | empirical transmit field bias correction of t1w/t2w myelin maps |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483036/ https://www.ncbi.nlm.nih.gov/pubmed/35697132 http://dx.doi.org/10.1016/j.neuroimage.2022.119360 |
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