Supplementary file 1_Regularization by neural style transfer for MRI field-transfer reconstruction with limited data.docx

Supplementary file 1_Regularization by neural style transfer for MRI field-transfer reconstruction with limited data.docx

<p>Recent advances in MRI reconstruction have demonstrated remarkable success through deep learning-based models. However, most existing methods rely heavily on large-scale, task-specific datasets, making reconstruction in data-limited settings a critical yet underexplored challenge. While reg...

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Bibliographic Details
Main Author: Guoyao Shen (21562841) (author)
Other Authors: Yancheng Zhu (12132997) (author), Mengyu Li (5769422) (author), Ryan McNaughton (21562844) (author), Hernan Jara (19662223) (author), Sean B. Andersson (1977925) (author), Chad W. Farris (21562847) (author), Stephan Anderson (21562850) (author), Xin Zhang (35492) (author)
Published: 2025
Subjects:
Knowledge Representation and Machine Learning
deep learning
MRI
image reconstruction
neural style transfer
regularization by denoising
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