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Jul, 2023
内窥镜肾结石识别的度量学习方法
A metric learning approach for endoscopic kidney stone identification
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Jorge Gonzalez-Zapata, Francisco Lopez-Tiro, Elias Villalvazo-Avila, Daniel Flores-Araiza, Jacques Hubert...
TL;DR
本文提出了一种基于深度学习和度量学习的引导式深度度量学习方法,用于少样本、泛化和新类别识别,实现对肾结石碎片形态学多视图的自动识别。
Abstract
Several
deep learning
(DL) methods have recently been proposed for an automated identification of
kidney stones
during an ureteroscopy to enable rapid therapeutic decisions. Even if these DL approaches led to pro
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