Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
461-03-008 ISMRM Abstract

Deep learning-accelerated ultra-fast Isotropic 3D FSE shoulder MRI outperforms Conventional 2D FSE in diagnostic assessment

Primary: Musculoskeletal - Whole Joint
Secondary: Acquisition & Reconstruction - Artifacts and Correction Strategies
461-03-008 · Artifact Correction Strategies in Brain and Body · Tuesday, 12 May, 1:40 PM–2:35 PM · Digital Posters Row B
Keywords: Shoulder Deep-learning-based image reconstruction Three-dimensional isotropic T2-weighted imaging
Accepted
Yufan Gao 1, Weiyin Vivian Liu2,3,4,5, Yunfei Zha1
1Renmin Hospital of Wuhan University, Wuhan 430060,China, Wuhan, China
2MR Research China, Beijing, China
3GE Healthcare, MR Research China, Beijing, China
4Bayer Healthcare, Wuhan, China
5MR Research, GE Healthcare, MR Research China, Beijing, Beijin, China
Presenting Author: Yufan Gao

Synopsis

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References

1. Lowry V, Lavigne P, Zidarov D, et al. A Systematic Review of Clinical Practice Guidelines on the Diagnosis and Management of Various Shoulder Disorders[J]. Arch Phys Med Rehabil, 2024,105(2):411-426.DOI:10.1016/j.apmr.2023.09.022. [doi]
2. Klontzas M E, Protonotarios A. High-Resolution Imaging for the Analysis and Reconstruction of 3D Microenvironments for Regenerative Medicine: An Application-Focused Review[J]. Bioengineering, 2021,8(11):182.DOI:10.3390/bioengineering8110182. [doi]
3. Van Dyck P, Smekens C, Roelant E, et al. 3D CAIPIRINHA SPACE versus standard 2D TSE for routine knee MRI: a large-scale interchangeability study[J]. Eur Radiol, 2022,32(9):6456-6467.DOI:10.1007/s00330-022-08715-5. [doi]
4. Oh D K, Yoon Y C, Kwon J W, et al. Comparison of indirect isotropic MR arthrography and conventional MR arthrography of labral lesions and rotator cuff tears: a prospective study[J]. AJR Am J Roentgenol, 2009,192(2):473-479.DOI:10.2214/AJR.08.1223. [doi]
5. Cho H W, Suh J S, Park J O, et al. Three-Dimensional Fast Spin-Echo Imaging without Fat Suppression of the Knee: Diagnostic Accuracy Comparison to Fat-Suppressed Imaging on 1.5T MRI[J]. Yonsei Med J, 2017,58(6):1186-1194.DOI:10.3349/ymj.2017.58.6.1186. [doi]
6. Kakigi T, Sakamoto R, Arai R, et al. Thin-slice 2D MR Imaging of the Shoulder Joint Using Denoising Deep Learning Reconstruction Provides Higher Image Quality Than 3D MR Imaging[J]. Magn Reson Med Sci, 2025,24(4).DOI:10.2463/mrms.mp.2023-0115. [doi]
7. Jung J Y, Jee W H, Park M Y, et al. SLAP tears: diagnosis using 3-T shoulder MR arthrography with the 3D isotropic turbo spin-echo space sequence versus conventional 2D sequences[J]. Eur Radiol, 2013,23(2):487-495.DOI:10.1007/s00330-012-2599-7. [doi]
8. Willaume T, Ehlinger M, Favreau H, et al. Assessment of knee cartilage using accelerated 3 T MRI: Evaluation of an isotropic 3D fast spin-echo sequence (CUBE) with compressed sensing technique[J]. Magn Reson Imaging, 2025,117:110321.DOI:10.1016/j.mri.2025.110321. [doi]
9. Fritz B, Bensler S, Thawait G K, et al. CAIPIRINHA-accelerated 10-min 3D TSE MRI of the ankle for the diagnosis of painful ankle conditions: Performance evaluation in 70 patients[J]. Eur Radiol, 2019,29(2):609-619.DOI:10.1007/s00330-018-5591-z. [doi]

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http://echo.ismrm.org/p/ISMRM2026/461-03-008