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Deep Learning based Methods to Accelerate Multi-Spectral Imaging
Deep Learning based Methods to Accelerate Multi-Spectral Imaging
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机译:基于深度学习的加速多光谱成像的方法
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摘要
A method for magnetic resonance imaging reconstructs images that have reduced under-sampling artifacts from highly accelerated multi-spectral imaging acquisitions. The method includes performing by a magnetic resonance imaging (MRI) apparatus an accelerated multi-spectral imaging (MSI) acquisition within a field of view of the MRI apparatus, where the sampling trajectories of different spectral bins in the acquisition are different; and reconstructing bin images using neural network priors learned from training data as regularization to reduce under-sampling artifacts.
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