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Spatially Constrained Hyperpolarized 13C MRI Pharmacokinetic Rate Constant Map Estimation Using a Digital Brain Phantom and a U-Net

Sule Sahin, Anna Bennett Haller, Jeremy Gordon,Yaewon Kim,Jasmine Hu,Tanner Nickles, Qing Dai,Andrew P. Leynes,Daniel B. Vigneron,Zhen Jane Wang, Peder E. Z. Larson

JOURNAL OF MAGNETIC RESONANCE（2025）

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关键词
13C,Hyperpolarized,KPL,Convolutional neural networks,U-Net,Parameter estimation
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