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Accelerated Acquisition of High-resolution Diffusion-weighted Imaging of the Brain with a Multi-shot Echo-planar Sequence: Deep-learning-based Denoising
To accelerate high-resolution diffusion-weighted imaging with a multi-shot echo-planar sequence, we propose an approach based on reduced averaging and deep learning. Denoising convolutional neural networks can reduce amplified noise without requiring extensive averaging, enabling shorter scan times...
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| Publié dans: | Magn Reson Med Sci |
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| Auteurs principaux: | , , , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Japanese Society for Magnetic Resonance in Medicine
2020
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7952209/ https://ncbi.nlm.nih.gov/pubmed/32147643 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2463/mrms.tn.2019-0081 |
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