HyperAI초신경

홈 뉴스 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Image Registration On Unpaired Abdomen Ct

평가 지표

ASD

DSC

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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