Data- and Physics-driven Deep Learning Based Reconstruction for Fast MRI: Fundamentals and Methodologies

Jiahao Huang, Yinzhe Wu, Fanwen Wang, Yingying Fang, Yang Nan, Cagan Alkan, Daniel Abraham, Congyu Liao, Lei Xu, Zhifan Gao, Weiwen Wu, Lei Zhu, Zhaolin Chen, Peter Lally, Neal Bangerter, Kawin Setsompop, Yike Guo, Daniel Rueckert, Ge Wang, Guang Yang
October, 2024
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Type
Journal article
Publication
IEEE Reviews in Biomedical Engineering
Analytical Models Computational Modeling Data Models Data-Driven Models Deep Learning Fast MRI Image Reconstruction Imaging Load Modeling Magnetic Resonance Imaging MRI Optimization Reconstruction Reviews