MRI reconstruction using deep Bayesian estimation.

Guanxiong Luo, Na Zhao, Wenhao Jiang,Edward S Hui,Peng Cao

arxiv（2020）

引用 26|浏览8

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摘要

The Bayesian estimation significantly improved the reconstruction performance, compared with the conventional -sparsity prior in compressed sensing reconstruction tasks. More importantly, the proposed reconstruction framework can be generalized for most MRI reconstruction scenarios.

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关键词

Bayesian estimation, compressed sensing, deep learning reconstruction, generative network, parallel imaging

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