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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2022
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.
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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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