Robust and Repeatable Quantitative Susceptibility Mapping for Head and Neck Squamous Cell Carcinoma

Motivation: Identifying hypoxia in head and neck squamous cell carcinoma (HNSCC) could improve treatment. Quantitative susceptibility mapping (QSM) offers a potential method for measuring tissue composition and oxygenation. Goal(s): To develop a robust, repeatable pipeline for QSM in the head and neck region. Approach: We tested various QSM reconstruction pipelines and compared their intra- and inter-session repeatability, before applying an optimized pipeline to a HNSCC patient dataset. Results: A pipeline using ROMEO phase unwrapping, V-SHARP background field removal, and iterative Tikhonov susceptibility calculation was found to be more repeatable than the previously reported best pipeline and showed nodal susceptibility differences in a HNSCC patient. Impact: This new optimized pipeline provides repeatable susceptibility values in key ROIs through the head and neck region and detected nodal susceptibility differences in a HNSCC patient. Therefore, it is applicable for clinical studies of tissue susceptibility and oxygenation in HNSCC.

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Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2024-11-26
DOI
https://doi.org/10.58530/2024/2612
Citations
1
Primary Topic
Gene expression and cancer classification
Type
article
Field-Weighted Citation Impact
0.23
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article

Robust and Repeatable Quantitative Susceptibility Mapping for Head and Neck Squamous Cell Carcinoma

Karin Shmueli, Aleix Rovira, Steve Connor, S. Mithra et al.
1 citations
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Gene expression and cancer classification
0.23
article

Robust and Repeatable Quantitative Susceptibility Mapping for Head and Neck Squamous Cell Carcinoma

Karin Shmueli, Aleix Rovira, Steve Connor, S. Mithra, Martin Förster, Rachael Franklin, Karen Welsh, Matthew Cherukara
article en
1 citations

Abstract

Motivation: Identifying hypoxia in head and neck squamous cell carcinoma (HNSCC) could improve treatment. Quantitative susceptibility mapping (QSM) offers a potential method for measuring tissue composition and oxygenation. Goal(s): To develop a robust, repeatable pipeline for QSM in the head and neck region. Approach: We tested various QSM reconstruction pipelines and compared their intra- and inter-session repeatability, before applying an optimized pipeline to a HNSCC patient dataset. Results: A pipeline using ROMEO phase unwrapping, V-SHARP background field removal, and iterative Tikhonov susceptibility calculation was found to be more repeatable than the previously reported best pipeline and showed nodal susceptibility differences in a HNSCC patient. Impact: This new optimized pipeline provides repeatable susceptibility values in key ROIs through the head and neck region and detected nodal susceptibility differences in a HNSCC patient. Therefore, it is applicable for clinical studies of tissue susceptibility and oxygenation in HNSCC.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Good health and well-being
Openalex Percentile: Top 41%
Gene expression and cancer classification
0.23
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Robust and Repeatable Quantitative Susceptibility Mapping for Head and Neck Squamous Cell Carcinoma — Karin Shmueli, Aleix Rovira, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (2024) | TGRS Research Map | TGRS