Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
631-02-003 / 631-02-003 ISMRM Abstract

Towards Clinically Feasible Susceptibility Tensor Imaging: DTI-Informed Reconstruction from Minimal Orientations

Primary: Acquisition & Reconstruction - Image Reconstruction: AI
Secondary: Contrast Mechanisms - Susceptibility/QSM
631-02-003 · Everything About Contrast Mechanism · Thursday, 14 May, 1:40 PM–3:16 PM · Roof Terrace
631-02-003 · Everything About Contrast Mechanism · Thursday, 14 May, 1:40 PM–3:16 PM · Roof Terrace
Keywords: Brain Deep learning reconstruction Quantitative Susceptibility Mapping (QSM) Susceptibility Tensor Imaging (STI)
Accepted
Li-Chen Kuo1, Ming-Long Wu1,2
1Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan
2Institute of Medical Informatics, National Cheng Kung University, Tainan, Taiwan
Presenting Author: Tzu Cheng Chao

Synopsis

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References

1. Lai, K.W., et al., Learned Proximal Networks for Quantitative Susceptibility Mapping. Med Image Comput Comput Assist Interv, 2020. 12262: p. 125-135. https://doi.org/10.1007/978-3-030-59713-9_13 [doi]
2. Fang, Z., et al., DeepSTI: Towards tensor reconstruction using fewer orientations in susceptibility tensor imaging. Med Image Anal, 2023. 87: p. 102829. https://doi.org/10.1016/j.media.2023.102829 [doi]
3. Bao, L., et al., Diffusion-regularized susceptibility tensor imaging (DRSTI) of tissue microstructures in the human brain. Med Image Anal, 2021. 67: p. 101827. https://doi.org/10.1016/j.media.2020.101827 [doi]
4. Cao, S., et al., Asymmetric susceptibility tensor imaging. Magn Reson Med, 2021. 86(4): p. 2266-2275. https://doi.org/10.1002/mrm.28823 [doi]
5. Li, W., et al., Magnetic susceptibility anisotropy of human brain in vivo and its molecular underpinnings. Neuroimage, 2012. 59(3): p. 2088-97. https://doi.org/10.1016/j.neuroimage.2011.10.038 [doi]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/631-02-003