Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
561-04-005 ISMRM Abstract

Deep Learning Reconstruction for Rapid Ankle MRI: A Clinical Feasibility Study

Primary: Musculoskeletal
Secondary: Acquisition & Reconstruction - Image Reconstruction: AI
561-04-005 · Deep Learning Meets k-Space: New Frontiers in Reconstruction · Wednesday, 13 May, 2:35 PM–3:30 PM · Digital Posters Row B
Keywords: Deep learning reconstruction MRI Ankle Joint
Accepted
youbin Ding 1, Mo Xianfu1, Shaoyong Hu1, Yiming Wang2, Zhongping Zhang3, Peng Wu3, Xiaodong Zhang1
1The Third Affiliated Hospital Southern Medical University, Guangzhou, China
2Bayer Healthcare Company Limited, Guangzhou, China
3Philips Healthcare, Guangzhou, China
Presenting Author: youbin Ding

Synopsis

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References

1. P.M. Johnson, D.J. Lin, J. Zbontar, C.L. Zitnick, A. Sriram, M. Muckley, J.S. Babb, M. Kline, G. Ciavarra, E. Alaia, M. Samim, W.R. Walter, L. Calderon, T. Pock, D.K. Sodickson, M.P. Recht, F. Knoll, Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI, Radiology 307(2) (2023) e220425.
2. F.M. Gonzalez, W.B. Morrison, Magnetic Resonance Imaging of Sports Injuries Involving the Ankle, Top Magn Reson Imaging 24(4) (2015) 205-13.
3. S.S. Ngai, M. Tafur, E.Y. Chang, C.B. Chung, Magnetic Resonance Imaging of Ankle Ligaments, Can Assoc Radiol J 67(1) (2016) 60-8.
4. Y. Zhao, X.L. Xie, X. Zhu, W.N. Huang, C.W. Zhou, K.X. Ren, R.Y. Zhai, W. Wang, J.W. Wang, FOCUS-DWI improves prostate cancer detection through deep learning reconstruction with IQMR technology, Abdom Radiol (NY) (2025).
5. B. Xue, D. Duan, J. Feng, Z. Zhao, J. Tan, J. Zhang, C. Peng, C. Li, C. Li, Application Value of Intelligent Quick Magnetic Resonance in Accelerating Brain MR Scanning Speed and Improving Image Quality for Acute Ischemic Stroke, Curr Med Imaging (2025).

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/561-04-005