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.
Authors
- Karin Shmueli (ORCID: https://orcid.org/0000-0001-7520-2975)
- Aleix Rovira (ORCID: https://orcid.org/0000-0001-8736-4963)
- Steve Connor (ORCID: https://orcid.org/0000-0001-5502-4972)
- S. Mithra
- Martin Förster (ORCID: https://orcid.org/0000-0003-3876-7269)
- Rachael Franklin
- Karen Welsh
- Matthew Cherukara
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