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06/07/2023
Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI
DCE-MRI provides information about vascular permeability and tissue perf...
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01/08/2023
Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction
Motion artifact reduction is one of the important research topics in MR ...
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12/07/2020
CycleQSM: Unsupervised QSM Deep Learning using Physics-Informed CycleGAN
Quantitative susceptibility mapping (QSM) is a useful magnetic resonance...
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11/12/2020
Unsupervised MR Motion Artifact Deep Learning using Outlier-Rejecting Bootstrap Aggregation
Recently, deep learning approaches for MR motion artifact correction hav...
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08/29/2020
Unpaired Deep Learning for Accelerated MRI using Optimal Transport Driven CycleGAN
Recently, deep learning approaches for accelerated MRI have been extensi...
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03/17/2020
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction
Recently, deep learning approaches have been extensively investigated to...
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09/25/2019