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Author

Hongjiang Wei

2 papers indexed here

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Open access Sep 2026

Unsupervised high-resolution 3D MRI motion correction via physics-informed implicit neural representations.

Motion-corrupted inverse problems remain a central bottleneck in magnetic resonance imaging (MRI), especially for high-resolution 3D acquisitions where long readouts couple rigid-body displacement with non-Cartesian k-space sampling. We present a physics-informed implicit neural representation (INR) that recasts 3D mot...

Hao-Yuan Le, Qing Wu, Bo-Wen Li et al. · 0 citations
Open access Jul 2026

MINeR: Direction-modulated implicit neural representation enables ultrafast multi-shell diffusion MRI

This work proposes MINeR, a novel unsupervised subject-specific framework for reconstructing dense q-space data from highly undersampled acquisitions, and effectively reconstructs high-quality diffusion signals by interpolating from 6 directions, significantly reducing acquisition time, while maintaining robust paramet...

Tianping Zeng, Jie Feng, Tong Sun et al. · 0 citations

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