Comparative evaluation of supervised and unsupervised deep learning strategies for denoising hyperpolarized 129Xe lung MRI
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DOI: 10.1002/mrm.70033
Abstract: Reduced signal‐to‐noise ratio (SNR) in hyperpolarized 129Xe MR images can affect accurate quantification for research and diagnostic evaluations. Thus, this study explores the application of supervised deep learning (DL) denoising, traditional (Trad) and Noise2Noise (N2N)… read more here.
Keywords: deep learning; supervised unsupervised; evaluation supervised; comparative evaluation ... See more keywords