HyperAI超神经

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HyperAI超神经

Image Registration On Unpaired Abdomen Ct

评估指标

ASD

DSC

评测结果

各个模型在此基准测试上的表现结果

模型名称	ASD	DSC	Paper Title	Repository
RAN4+	6.51	0.617	Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration
Chatgpt+SVD	-	0.5763	Spatially Covariant Image Registration with Text Prompts
Dnet	8.72	0.47	Recursive Deformable Image Registration Network with Mutual Attention	-
CLIP+SVD+ResNet	-	0.6001	Spatially Covariant Image Registration with Text Prompts
RMAn	7.78	0.55	Recursive Deformable Image Registration Network with Mutual Attention	-
RAN3	7.7	0.54	Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration
CLIP+SVD+ViT	-	0.6075	Spatially Covariant Image Registration with Text Prompts
CLIP+ViT	-	0.5933	Spatially Covariant Image Registration with Text Prompts
SAME++	-	0.4927	SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation

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