most citedU-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?

5 citations · 12 across the 4 of their papers we have counts for

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cs.CV2023★ 5 cited

Recovering high-quality FODs from a reduced number of diffusion-weighted images using a model-driven deep learning architecture

J Bartlett, C E Davey, L A Johnston +1

Fibre orientation distribution (FOD) reconstruction using deep learning has the potential to produce accurate FODs from a reduced number of diffusion-weighted images (DWIs), decrea…

cs.CV2022★ 2 cited

Fourier-Net: Fast Image Registration with Band-limited Deformation

Xi Jia, Joseph Bartlett, Wei Chen +6

Unsupervised image registration commonly adopts U-Net style networks to predict dense displacement fields in the full-resolution spatial domain. For high-resolution volumetric imag…