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18-12-2024 | Magnetic Resonance Imaging | Image

Feasibility/clinical utility of half-Fourier single-shot turbo spin echo imaging combined with deep learning reconstruction in gynecologic magnetic resonance imaging

Authors: Mitsuhiro Kirita, Yuki Himoto, Yasuhisa Kurata, Aki Kido, Koji Fujimoto, Hiroyasu Abe, Yuka Matsumoto, Kumi Harada, Satoshi Morita, Ken Yamaguchi, Dominik Nickel, Masaki Mandai, Yuji Nakamoto

Published in: Abdominal Radiology

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Abstract

Background

When antispasmodics are unavailable, the periodically rotated overlapping parallel lines with enhanced reconstruction (PROPELLER; called BLADE by Siemens Healthineers) or half Fourier single-shot turbo spin echo (HASTE) is clinically used in gynecologic MRI. However, their imaging qualities are limited compared to Turbo Spin Echo (TSE) with antispasmodics. Even with antispasmodics, TSE can be artifact-affected, necessitating a rapid backup sequence.

Purpose

This study aimed to investigate the utility of HASTE with deep learning reconstruction and variable flip angle evolution (iHASTE) compared to conventional sequences with and without antispasmodics.

Materials and methods

This retrospective study included MRI scans without antispasmodics for 79 patients who underwent iHASTE, HASTE, and BLADE and MRI scans with antispasmodics for 79 case–control matched patients who underwent TSE. Three radiologists qualitatively evaluated image quality, robustness to artifacts, tissue contrast, and uterine lesion margins. Tissue contrast was also quantitatively evaluated.

Results

Quantitative evaluations revealed that iHASTE exhibited significantly superior tissue contrast to HASTE and BLADE. Qualitative evaluations indicated that iHASTE outperformed HASTE in overall quality. Two of three radiologists judged iHASTE to be significantly superior to BLADE, while two of three judged TSE to be significantly superior to iHASTE. iHASTE demonstrated greater robustness to artifacts than both BLADE and TSE. Lesion margins in iHASTE had lower scores than BLADE and TSE.

Conclusion

iHASTE is a viable clinical option in patients undergoing gynecologic MRI with anti-spasmodics. iHASTE may also be considered as a useful add-on sequence in patients undergoing MRI with antispasmodics.
Appendix
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Metadata
Title
Feasibility/clinical utility of half-Fourier single-shot turbo spin echo imaging combined with deep learning reconstruction in gynecologic magnetic resonance imaging
Authors
Mitsuhiro Kirita
Yuki Himoto
Yasuhisa Kurata
Aki Kido
Koji Fujimoto
Hiroyasu Abe
Yuka Matsumoto
Kumi Harada
Satoshi Morita
Ken Yamaguchi
Dominik Nickel
Masaki Mandai
Yuji Nakamoto
Publication date
18-12-2024
Publisher
Springer US
Published in
Abdominal Radiology
Print ISSN: 2366-004X
Electronic ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-024-04739-1

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