A large-view magnetic resonance scanning image reconstruction method and device based on deep learning
A technology for magnetic resonance scanning and scanning images, applied in the field of image processing, can solve the problems of reduced image spatial resolution, many blood vessel branches, and excessive layer thickness, and achieve the effect of reducing scanning time and high spatial resolution.
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[0050] In order to enable those skilled in the art to better understand the technical solutions in the present application, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described The embodiments are only some of the embodiments of the present application, but not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.
[0051]Considering that for the existing magnetic resonance imaging, if it is desired to realize a large field of view magnetic resonance imaging, it needs to consume a long scanning time, and the resolution is relatively low. If only under-sampling is used, although the scanning time will be shortened, the resolution of the image will be ...
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