MIR.models.VoxelMorph

VoxelMorph

Original code retrieved from: https://github.com/voxelmorph/voxelmorph

Original paper: Balakrishnan, G., Zhao, A., Sabuncu, M. R., Guttag, J., & Dalca, A. V. (2019). VoxelMorph: a learning framework for deformable medical image registration. IEEE transactions on medical imaging, 38(8), 1788-1800.

Modified and tested by: Junyu Chen jchen245@jhmi.edu Johns Hopkins University

Classes

ConvBlock(*args, **kwargs)

Convolutional block with LeakyReLU for U-Net.

Unet(*args, **kwargs)

U-Net backbone for VoxelMorph.

VxmDense(*args, **kwargs)

VoxelMorph network for nonlinear image registration.