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. Author manuscript; available in PMC: 2022 Jun 16.
Published in final edited form as: J Mach Learn Biomed Imaging. 2022 Mar 11;1:001.

Figure 2: MRI Reconstruction Methods:

Figure 2:

We shall discuss various MR reconstruction methods with a main focus on Deep Learning (DL) based methods. Depending on the optimization function, a DL method can be classified into a Generative (discussed in Sec. 4) or a Non-Generative model (discussed in Sec. 5). However, for the sake of completeness, we shall also discuss classical k-space (GRAPPA-like) and image space based (SENSE-like) methods.