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Unsupervised Denoising and Super-Resolution of Vascular Flow Data by Physics-Informed Machine Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: We present an unsupervised deep learning method to perform flow denoising and super-resolution without high-resolution labels. We demonstrate the ability of a single model to reconstruct three-dimensional stenosis and ...
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