Deep learning for accelerated and robust MRI reconstruction

R Heckel, M Jacob, A Chaudhari, O Perlman… - … Resonance Materials in …, 2024 - Springer
Deep learning (DL) has recently emerged as a pivotal technology for enhancing magnetic
resonance imaging (MRI), a critical tool in diagnostic radiology. This review paper provides …

[图书][B] Magnetic Resonance Image Reconstruction with Greater Fidelity and Efficiency

K Wang - 2023 - search.proquest.com
Magnetic resonance imaging (MRI) is an effective imaging modality offering tremendous
benefits to both science and medicine. It provides exceptional contrast for visualizing soft …

Self-supervision Meets Bootstrap Estimation: New Paradigm for Unsupervised Reconstruction with Uncertainty Quantification

Z Wu, L Cao, X Li - openreview.net
Deep learning-based self-supervised reconstruction (SSR) plays a vital role in diverse
domains, including unsupervisedly reconstructing magnetic resonance imaging (MRI) …