A study on multi-exponential inversion of nuclear magnetic resonance relaxation data using deep learning

Gang Luo,Lizhi Xiao,Sihui Luo,Guangzhi Liao,Rongbo Shao

Journal of Magnetic Resonance（2023）

引用 2|浏览12

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摘要

•A forward simulation method of NMR relaxation dataset is developed using a priori knowledge.•CNN and attention mechanism are used to extract NMR signal features.•Deep neural networks produce more stability and sparsity T2 spectra.

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关键词

Multi-exponential inversion,Nuclear magnetic resonance,Data processing,Deep learning,T2 spectra

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