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- W4385544304 abstract "MRI reconstruction is formulated as the retrieval of the parameters of a deep decoder network fitted to the observations by an image formation model including the truncation of high-frequency information. Solutions without Gibbs ringing at any prescribed image grid can be obtained naturally by the model without training or ad-hoc post-corrections. We present quantitative and visual results for spectral extrapolation of magnitude images at different scales in an in-silico experiment and a high resolution ex-vivo brain MRI scan. After minor modifications to deal with complex data, the architecture is applied to 2D parallel imaging showing promising visual results." @default.
- W4385544304 created "2023-08-04" @default.
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- W4385544304 date "2023-08-03" @default.
- W4385544304 modified "2023-09-27" @default.
- W4385544304 title "Deep generative MRI reconstruction for unsupervised Gibbs ringing correction" @default.
- W4385544304 doi "https://doi.org/10.58530/2022/0846" @default.
- W4385544304 hasPublicationYear "2023" @default.
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