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Apr, 2024
利用现成的扩散模型进行医学术语定位
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models
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Konstantinos Vilouras, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
TL;DR
使用潜在扩散模型在零样本的情况下,通过选择特征和后处理进行文本引导的医学扫描的定位,相比于显式对齐图像与文本的联合嵌入空间的最新方法表现出竞争力并在多种病理类型上优于它们。
Abstract
Localizing the exact pathological regions in a given
medical scan
is an important imaging problem that requires a large amount of
bounding box ground truth annotations
to be accurately solved. However, there exis
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