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ACCELERATING MAGNETIC RESONANCE IMAGING VIA DEEP LEARNING

This paper proposes a deep learning approach for accelerating magnetic resonance imaging (MRI) using a large number of existing high quality MR images as the training datasets. An off-line convolutional neural network is designed and trained to identify the mapping relationship between the MR images...

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Detalhes bibliográficos
Publicado no:Proc IEEE Int Symp Biomed Imaging
Main Authors: Wang, Shanshan, Su, Zhenghang, Ying, Leslie, Peng, Xi, Zhu, Shun, Liang, Feng, Feng, Dagan, Liang, Dong
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6839781/
https://ncbi.nlm.nih.gov/pubmed/31709031
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI.2016.7493320
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