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Nov, 2023
3D-MIR:放射学中三维医学图像检索的基准和经验研究
3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology
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Asma Ben Abacha, Alberto Santamaria-Pang, Ho Hin Lee, Jameson Merkow, Qin Cai...
TL;DR
通过引入一个新的基准系统,本文探讨了使用聚合的2D切片、3D体积和流行的多模态基模型的多模态嵌入作为查询,在医学影像领域中进行三维医学图像检索的多种搜索策略,并提供了定量和定性评估,为未来研究提供了深入讨论和见解。
Abstract
The increasing use of
medical imaging
in healthcare settings presents a significant challenge due to the increasing workload for radiologists, yet it also offers opportunity for enhancing healthcare outcomes if effectively leveraged.
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