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Nov, 2023
语言引导下统一的医学图像预训练在共同语义空间中
Unified Medical Image Pre-training in Language-Guided Common Semantic Space
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Xiaoxuan He, Yifan Yang, Xinyang Jiang, Xufang Luo, Haoji Hu...
TL;DR
借助统一的语义空间,UniMedI提出了一种统一医学图像预训练框架,能够有效地为不同模态的医学图像创建统一的表示,并通过改进对2D和3D图像的分析和解释来提高一致性和性能。
Abstract
vision-language pre-training
(VLP) has shown the merits of analysing
medical images
, by leveraging the semantic congruence between
medical images
→