Msdra-Net: A Multi-Scale Attention-Guided Network for Magnetic Resonance Image Restoration
XUEXIAO YOU,
NING CAO,
WEI WANG
Abstract:The acquisition and transmission of magnetic resonance (MR) images are frequently affected by random noise pollution, which hampers the diagnosis of diseases by doctors or automated systems. Hence, the search for advanced denoising methods is of great research interest, particularly in magnetic resonance imaging (MRI) denoising models, which are based on deep learning networks and achieve satisfactory results. However, the mining of noisy contextual information and effective information-guided transfer are oft… Show more
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