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Integration of resting state functional MRI into clinical practice - A large single institution experience

Functional magnetic resonance imaging (fMRI) is an important tool for pre-surgical evaluation of eloquent cortex. Classic task-based paradigms require patient participation and individual imaging sequence acquisitions for each functional domain that is being assessed. Resting state fMRI (rs-fMRI), h...

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Autores principales: Leuthardt, Eric C., Guzman, Gloria, Bandt, S. Kathleen, Hacker, Carl, Vellimana, Ananth K., Limbrick, David, Milchenko, Mikhail, Lamontagne, Pamela, Speidel, Benjamin, Roland, Jarod, Miller-Thomas, Michelle, Snyder, Abraham Z., Marcus, Daniel, Shimony, Joshua, Benzinger, Tammie L. S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6014724/
https://www.ncbi.nlm.nih.gov/pubmed/29933375
http://dx.doi.org/10.1371/journal.pone.0198349
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author Leuthardt, Eric C.
Guzman, Gloria
Bandt, S. Kathleen
Hacker, Carl
Vellimana, Ananth K.
Limbrick, David
Milchenko, Mikhail
Lamontagne, Pamela
Speidel, Benjamin
Roland, Jarod
Miller-Thomas, Michelle
Snyder, Abraham Z.
Marcus, Daniel
Shimony, Joshua
Benzinger, Tammie L. S.
author_facet Leuthardt, Eric C.
Guzman, Gloria
Bandt, S. Kathleen
Hacker, Carl
Vellimana, Ananth K.
Limbrick, David
Milchenko, Mikhail
Lamontagne, Pamela
Speidel, Benjamin
Roland, Jarod
Miller-Thomas, Michelle
Snyder, Abraham Z.
Marcus, Daniel
Shimony, Joshua
Benzinger, Tammie L. S.
author_sort Leuthardt, Eric C.
collection PubMed
description Functional magnetic resonance imaging (fMRI) is an important tool for pre-surgical evaluation of eloquent cortex. Classic task-based paradigms require patient participation and individual imaging sequence acquisitions for each functional domain that is being assessed. Resting state fMRI (rs-fMRI), however, enables functional localization without patient participation and can evaluate numerous functional domains with a single imaging session. To date, post-processing of this resting state data has been resource intensive, which limits its widespread application for routine clinical use. Through a novel automated algorithm and advanced imaging IT structure, we report the clinical application and the large-scale integration of rs-fMRI into routine neurosurgical practice. One hundred and ninety one consecutive patients underwent a 3T rs-fMRI, 83 of whom also underwent both motor and language task-based fMRI. Data were processed using a novel, automated, multi-layer perceptron algorithm and integrated into stereotactic navigation using a streamlined IT imaging pipeline. One hundred eighty-five studies were performed for intracranial neoplasm, 14 for refractory epilepsy and 33 for vascular malformations or other neurological disorders. Failure rate of rs-fMRI of 13% was significantly better than that for task-based fMRI (38.5%,) (p <0.001). In conclusion, at Washington University in St. Louis, rs-fMRI has become an integral part of standard imaging for neurosurgical planning. Resting state fMRI can be used in all patients, and due to its lower failure rate than task-based fMRI, it is useful for patients who are unable to cooperate with task-based studies.
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spelling pubmed-60147242018-07-06 Integration of resting state functional MRI into clinical practice - A large single institution experience Leuthardt, Eric C. Guzman, Gloria Bandt, S. Kathleen Hacker, Carl Vellimana, Ananth K. Limbrick, David Milchenko, Mikhail Lamontagne, Pamela Speidel, Benjamin Roland, Jarod Miller-Thomas, Michelle Snyder, Abraham Z. Marcus, Daniel Shimony, Joshua Benzinger, Tammie L. S. PLoS One Research Article Functional magnetic resonance imaging (fMRI) is an important tool for pre-surgical evaluation of eloquent cortex. Classic task-based paradigms require patient participation and individual imaging sequence acquisitions for each functional domain that is being assessed. Resting state fMRI (rs-fMRI), however, enables functional localization without patient participation and can evaluate numerous functional domains with a single imaging session. To date, post-processing of this resting state data has been resource intensive, which limits its widespread application for routine clinical use. Through a novel automated algorithm and advanced imaging IT structure, we report the clinical application and the large-scale integration of rs-fMRI into routine neurosurgical practice. One hundred and ninety one consecutive patients underwent a 3T rs-fMRI, 83 of whom also underwent both motor and language task-based fMRI. Data were processed using a novel, automated, multi-layer perceptron algorithm and integrated into stereotactic navigation using a streamlined IT imaging pipeline. One hundred eighty-five studies were performed for intracranial neoplasm, 14 for refractory epilepsy and 33 for vascular malformations or other neurological disorders. Failure rate of rs-fMRI of 13% was significantly better than that for task-based fMRI (38.5%,) (p <0.001). In conclusion, at Washington University in St. Louis, rs-fMRI has become an integral part of standard imaging for neurosurgical planning. Resting state fMRI can be used in all patients, and due to its lower failure rate than task-based fMRI, it is useful for patients who are unable to cooperate with task-based studies. Public Library of Science 2018-06-22 /pmc/articles/PMC6014724/ /pubmed/29933375 http://dx.doi.org/10.1371/journal.pone.0198349 Text en © 2018 Leuthardt et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Leuthardt, Eric C.
Guzman, Gloria
Bandt, S. Kathleen
Hacker, Carl
Vellimana, Ananth K.
Limbrick, David
Milchenko, Mikhail
Lamontagne, Pamela
Speidel, Benjamin
Roland, Jarod
Miller-Thomas, Michelle
Snyder, Abraham Z.
Marcus, Daniel
Shimony, Joshua
Benzinger, Tammie L. S.
Integration of resting state functional MRI into clinical practice - A large single institution experience
title Integration of resting state functional MRI into clinical practice - A large single institution experience
title_full Integration of resting state functional MRI into clinical practice - A large single institution experience
title_fullStr Integration of resting state functional MRI into clinical practice - A large single institution experience
title_full_unstemmed Integration of resting state functional MRI into clinical practice - A large single institution experience
title_short Integration of resting state functional MRI into clinical practice - A large single institution experience
title_sort integration of resting state functional mri into clinical practice - a large single institution experience
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6014724/
https://www.ncbi.nlm.nih.gov/pubmed/29933375
http://dx.doi.org/10.1371/journal.pone.0198349
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