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Updated: Jul 26, 2026

An Integrated Raman Spectroscopy and Mass Spectrometry Platform to Study Single-Cell Drug Uptake, Metabolism, and Effects
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同时对多种代谢物的定量分析,使用无标签的表面增强拉曼光谱和可解释的深度学习

Xianli Tian1, Peng Wang2, Guoqiang Fang3

  • 1School of Biomedical Engineering (Suzhou), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China; Jiangsu Key Laboratory of Medical Optics, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, Jiangsu 215163, China.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
|November 7, 2024
PubMed
概括

这项研究提出了一种结合表面增强拉曼光谱 (SERS) 和深度学习的新方法,用于同时检测代谢物. 该技术准确量化了多种代谢物,为临床诊断提供了一个敏感的工具.

关键词:
可解释的深度学习代谢物的代谢物.定量分析 定量分析这就是 SHAP SHAP 的意思.表面增强的拉曼光谱 (SERS)

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