An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset

This work aims at developing a generalizable Magnetic Resonance Imaging (MRI) reconstruction method in the meta-learning framework. Specifically, we develop a deep reconstruction network induced by a learnable optimization algorithm (LOA) to solve the nonconvex nonsmooth variational model of MRI ima...

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Bibliographic Details
Main Authors: Wanyu Bian, Yunmei Chen, Xiaojing Ye, Qingchao Zhang
Format: article
Language:EN
Published: MDPI AG 2021
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Online Access:https://doaj.org/article/6ecd95b04f2147f4b78df9f402a73dea
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