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Nov, 2023
SAMv2: 统一的外观、语义和跨模态解剖嵌入学习框架
SAMv2: A Unified Framework for Learning Appearance, Semantic and Cross-Modality Anatomical Embeddings
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Xiaoyu Bai, Fan Bai, Xiaofei Huo, Jia Ge, Jingjing Lu...
TL;DR
基于自我监督解剖嵌入(SAM)的SAMv2是一个统一的框架,通过学习外观、语义和跨模态的解剖嵌入,克服了医学图像分析中的挑战,提供了一种在基于标志点的医学图像分析任务中表现优异的方法。
Abstract
Identifying
anatomical structures
(e.g., lesions or landmarks) in medical images plays a fundamental role in
medical image analysis
. As an exemplar-based
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