FFA-DMRI: A Network Based on Feature Fusion and Attention Mechanism for Brain MRI Denoising

FFA-DMRI: A Network Based on Feature Fusion and Attention Mechanism for Brain MRI Denoising

Magnetic Resonance Imaging (MRI) is an indispensable tool in the diagnosis of brain diseases due to painlessness and safety. Nevertheless, Rician noise is inevitably injected during the image acquisition process, which leads to poor observation and interferes with the treatment. Owing to the complex...

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Bibliographic Details
Main Authors: Dan Hong, Chenxi Huang, Chenhui Yang, Jianpeng Li, Yunhan Qian, Chunting Cai
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Neuroscience
Subjects:
magnetic resonance imaging
brain
denoising
feature fusion
attention mechanism
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2020.577937/full

Internet

https://www.frontiersin.org/article/10.3389/fnins.2020.577937/full

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