Computers in biology and medicineHumansImage ProcessingComputer-AssistedMagnetic Resonance ImagingBrain
Taming diffusion transformers for high-fidelity MRI super-resolution.
Xinyue Tu, Guangyuan Li, Zhongwen Fan, Xinjiang Ding, Yuanxing Liu
Published: 202510.1016/j.compbiomed.2025.111261
Abstract
Recent MRI super-resolution (SR) methods increasingly adopt diffusion models to enhance reconstruction quality. While these approaches have achieved promising improvements in image quality, they still face two challenges. First, the diffusion models…
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