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May, 2023
基于区域对比预训练的医学图像检索与解剖学查询
Region-based Contrastive Pretraining for Medical Image Retrieval with Anatomic Query
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Ho Hin Lee, Alberto Santamaria-Pang, Jameson Merkow, Ozan Oktay, Fernando Pérez-García...
TL;DR
本篇论文提出了一种基于区域的对比预训练方法(RegionMIR)来演示通过类似解剖区域进行医学图像检索的可行性,并在胸部ImaGenome数据集上获得92.24%到94.12%的分类精度的提升。
Abstract
We introduce a novel
region-based contrastive pretraining
for
medical image retrieval
(RegionMIR) that demonstrates the feasibility of
medical im
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