Noise2Recon: Enabling SNR-robust MRI reconstruction with semi-supervised and self-supervised learning.

Arjun D Desai,Batu M Ozturkler,Christopher M Sandino,Robert Boutin,Marc Willis,Shreyas Vasanawala,Brian A Hargreaves,Christopher Ré,John M Pauly,Akshay S Chaudhari

Magnetic resonance in medicine（2023）

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摘要

Noise2Recon is a label-efficient reconstruction method that is robust to distribution shifts, such as changes in SNR, acceleration factors, and others, with limited or no fully sampled training data.

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mri

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