Medical Image Registration on IXI

8개 결과 · ⬇ CSV · JSON

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Rank	Model	DSC	Paper	Code	Year
1	LL_Net	0.767	A light-weight rectangular decomposition large kernel convolution network for deformable medical image registration.	BoyOfChu/LL_Net	2024
2	OFG + TransMorph	0.760	On-the-Fly Guidance Training for Medical Image Registration	miraclefactory/on-the-fly-guidance · cilix-ai/on-the-fly-guidance	2023
3	TransMorph	0.744	TransMorph: Transformer for unsupervised medical image registration	junyuchen245/TransMorph_Transformer_for_Medical_Image_Registration · rohitrango/dio	2021
4	OFG + ViT-V-Net	0.738	On-the-Fly Guidance Training for Medical Image Registration	miraclefactory/on-the-fly-guidance · cilix-ai/on-the-fly-guidance	2023
5	OFG + VoxelMorph	0.737	On-the-Fly Guidance Training for Medical Image Registration	miraclefactory/on-the-fly-guidance · cilix-ai/on-the-fly-guidance	2023
6	EfficientMorph	0.732	EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration	medvic-lab/efficient_morph_registration	2024
7	ViT-V-Net	0.716	ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration	junyuchen245/ViT-V-Net_for_3D_Image_Registration_Pytorch	2021
8	VoxelMorph	0.714	VoxelMorph: A Learning Framework for Deformable Medical Image Registration	voxelmorph/voxelmorph · winterpan2017/adlreg · CIG-UCL/polaffini · +6	2018