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An optimal acquisition and post‐processing pipeline for hybrid IVIM‐DKI in head and neck
PURPOSE: To optimize the diffusion‐weighting b values and postprocessing pipeline for hybrid intravoxel incoherent motion diffusion kurtosis imaging in the head and neck region. METHODS: Optimized diffusion‐weighting b value sets ranging between 5 and 30 b values were constructed by optimizing the C...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7693044/ https://www.ncbi.nlm.nih.gov/pubmed/32869353 http://dx.doi.org/10.1002/mrm.28461 |
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author | Sijtsema, Nienke D. Petit, Steven F. Poot, Dirk H. J. Verduijn, Gerda M. van der Lugt, Aad Hoogeman, Mischa S. Hernandez‐Tamames, Juan A. |
author_facet | Sijtsema, Nienke D. Petit, Steven F. Poot, Dirk H. J. Verduijn, Gerda M. van der Lugt, Aad Hoogeman, Mischa S. Hernandez‐Tamames, Juan A. |
author_sort | Sijtsema, Nienke D. |
collection | PubMed |
description | PURPOSE: To optimize the diffusion‐weighting b values and postprocessing pipeline for hybrid intravoxel incoherent motion diffusion kurtosis imaging in the head and neck region. METHODS: Optimized diffusion‐weighting b value sets ranging between 5 and 30 b values were constructed by optimizing the Cramér‐Rao lower bound of the hybrid intravoxel incoherent motion diffusion kurtosis imaging model. With this model, the perfusion fraction, pseudodiffusion coefficient, diffusion coefficient, and kurtosis were estimated. Sixteen volunteers were scanned with a reference b value set and 3 repeats of the optimized sets, of which 1 with volunteers swallowing on purpose. The effects of (1) b value optimization and number of b values, (2) registration type (none vs. intervolume vs. intra‐ and intervolume registration), and (3) manual swallowing artifact rejection on the parameter precision were assessed. RESULTS: The SD was higher in the reference set for perfusion fraction, diffusion coefficient, and kurtosis by a factor of 1.7, 1.5, and 2.3 compared to the optimized set, respectively. A smaller SD (factor 0.7) was seen in pseudodiffusion coefficient. The sets containing 15, 20, and 30 b values had comparable repeatability in all parameters, except pseudodiffusion coefficient, for which set size 30 was worse. Equal repeatability for the registration approaches was seen in all parameters of interest. Swallowing artifact rejection removed the bias when present. CONCLUSION: To achieve optimal hybrid intravoxel incoherent motion diffusion kurtosis imaging in the head and neck region, b value optimization and swallowing artifact image rejection are beneficial. The optimized set of 15 b values yielded the optimal protocol efficiency, with a precision comparable to larger b value sets and a 50% reduction in scan time. |
format | Online Article Text |
id | pubmed-7693044 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76930442020-12-08 An optimal acquisition and post‐processing pipeline for hybrid IVIM‐DKI in head and neck Sijtsema, Nienke D. Petit, Steven F. Poot, Dirk H. J. Verduijn, Gerda M. van der Lugt, Aad Hoogeman, Mischa S. Hernandez‐Tamames, Juan A. Magn Reson Med Full Papers—Imaging Methodology PURPOSE: To optimize the diffusion‐weighting b values and postprocessing pipeline for hybrid intravoxel incoherent motion diffusion kurtosis imaging in the head and neck region. METHODS: Optimized diffusion‐weighting b value sets ranging between 5 and 30 b values were constructed by optimizing the Cramér‐Rao lower bound of the hybrid intravoxel incoherent motion diffusion kurtosis imaging model. With this model, the perfusion fraction, pseudodiffusion coefficient, diffusion coefficient, and kurtosis were estimated. Sixteen volunteers were scanned with a reference b value set and 3 repeats of the optimized sets, of which 1 with volunteers swallowing on purpose. The effects of (1) b value optimization and number of b values, (2) registration type (none vs. intervolume vs. intra‐ and intervolume registration), and (3) manual swallowing artifact rejection on the parameter precision were assessed. RESULTS: The SD was higher in the reference set for perfusion fraction, diffusion coefficient, and kurtosis by a factor of 1.7, 1.5, and 2.3 compared to the optimized set, respectively. A smaller SD (factor 0.7) was seen in pseudodiffusion coefficient. The sets containing 15, 20, and 30 b values had comparable repeatability in all parameters, except pseudodiffusion coefficient, for which set size 30 was worse. Equal repeatability for the registration approaches was seen in all parameters of interest. Swallowing artifact rejection removed the bias when present. CONCLUSION: To achieve optimal hybrid intravoxel incoherent motion diffusion kurtosis imaging in the head and neck region, b value optimization and swallowing artifact image rejection are beneficial. The optimized set of 15 b values yielded the optimal protocol efficiency, with a precision comparable to larger b value sets and a 50% reduction in scan time. John Wiley and Sons Inc. 2020-08-31 2021-02 /pmc/articles/PMC7693044/ /pubmed/32869353 http://dx.doi.org/10.1002/mrm.28461 Text en © 2020 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals LLC on behalf of International Society for Magnetic Resonance in Medicine This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Full Papers—Imaging Methodology Sijtsema, Nienke D. Petit, Steven F. Poot, Dirk H. J. Verduijn, Gerda M. van der Lugt, Aad Hoogeman, Mischa S. Hernandez‐Tamames, Juan A. An optimal acquisition and post‐processing pipeline for hybrid IVIM‐DKI in head and neck |
title | An optimal acquisition and post‐processing pipeline for hybrid IVIM‐DKI in head and neck |
title_full | An optimal acquisition and post‐processing pipeline for hybrid IVIM‐DKI in head and neck |
title_fullStr | An optimal acquisition and post‐processing pipeline for hybrid IVIM‐DKI in head and neck |
title_full_unstemmed | An optimal acquisition and post‐processing pipeline for hybrid IVIM‐DKI in head and neck |
title_short | An optimal acquisition and post‐processing pipeline for hybrid IVIM‐DKI in head and neck |
title_sort | optimal acquisition and post‐processing pipeline for hybrid ivim‐dki in head and neck |
topic | Full Papers—Imaging Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7693044/ https://www.ncbi.nlm.nih.gov/pubmed/32869353 http://dx.doi.org/10.1002/mrm.28461 |
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