Deep learning-based single image super-resolution for low-field MR brain images

Abstract Low-field MRI scanners are significantly less expensive than their high-field counterparts, which gives them the potential to make MRI technology more accessible all around the world. In general, images acquired using low-field MRI scanners tend to be of a relatively low resolution, as sign...

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Bibliographic Details
Main Authors: M. L. de Leeuw den Bouter, G. Ippolito, T. P. A. O’Reilly, R. F. Remis, M. B. van Gijzen, A. G. Webb
Format: Article
Language:English
Published: Nature Portfolio 2022-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-10298-6