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Updated: Jul 11, 2026

Multiplex Detection of Bacteria in Complex Clinical and Environmental Samples using Oligonucleotide-coupled Fluorescent Microspheres
11:09

Multiplex Detection of Bacteria in Complex Clinical and Environmental Samples using Oligonucleotide-coupled Fluorescent Microspheres

Published on: October 23, 2011

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在SERS集成的微流体学中使用CNN驱动的1D光谱的2D分类来识别细菌

Mehdi Feizpour1, Halewijn Van den Bosche1, Lilit Melikyan2

  • 1Vrije Universiteit Brussel, Department of Applied Physics and Photonics, Brussels Photonics, Pleinlaan 2, 1050, Brussel, Belgium.

Talanta
|May 17, 2025
PubMed
概括

这项研究引入了一种使用2D深度学习与SERS微流体进行细菌识别的新方法. 这种新的框架实现了高精度,显示出对用有限数据诊断罕见感染的前景.

关键词:
一维到二维的转换.细菌分类的细菌分类卷积神经网络是一种卷积神经网络.这就是 SERS SERS.在SERS集成的微流体学.频谱分类 频谱分类 频谱分类表面增强的拉曼光谱学

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Reconstruction of Single-Cell Innate Fluorescence Signatures by Confocal Microscopy07:29

Reconstruction of Single-Cell Innate Fluorescence Signatures by Confocal Microscopy

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