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Hui-Fang Yang

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Oct 2026

Adaptive local region super-resolution for high-field MRI: A diffusion-based approach with structural and frequency-domain constraints.

High-field MRI offers superior SNR but is constrained by the trade-off between spatial resolution and acquisition time. Existing global deep learning super-resolution (SR) methods often incur computational overhead by ignoring regional image content. This motivates an adaptive local SR strategy to optimize efficiency a...

Jian-Wei Zuo, Hui-Fang Yang, Yu-Meng Tang et al. · 0 citations

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