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A Learning-from-noise Dilated Wide Activation Network for denoising Arterial Spin Labeling (ASL) Perfusion Images
The results showed that the learning-from-noise strategy produced better output quality than ASLDN trained with relatively high SNR reference.
Denoising Arterial Spin Labeling Cerebral Blood Flow Images Using Deep Learning
Arterial spin labeling perfusion MRI is a noninvasive technique for measuring quantitative cerebral blood flow (CBF), but the measurement is subject to a low signal-to-noise-ratio(SNR).
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