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Updated: Aug 6, 2026

A Strategy for Sensitive, Large Scale Quantitative Metabolomics
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综合代谢学和机器学习揭示了对凝素中毒的诊断生物标志物

Jinxiao Zhai1, Chen Jiang2, Hui Yan3

  • 1College of Forensic Medicine, Hebei Medical University, Hebei Key Laboratory of Forensic Medicine, Collaborative Innovation Center of Forensic Medical Molecular Identification, Shijiazhuang, 050017, China; College of Forensic Medicine, Jining Medical University, Precision Medicine Laboratory for Chronic Non-communicable Diseases of Shandong Province, Jining, 272067, China.

Journal of ethnopharmacology
|December 11, 2025
PubMed
概括

这项研究开发了一个机器学习模型,使用代谢学来识别凝素诱导的致命中毒 (GFI). 该模型准确地将GFI与其他死亡原因区分开来,有助于临床诊断和法医识别.

关键词:
生物标志物 生物标志物盖尔森尼基因是一种天然药物.毒药中毒 毒药中毒是什么机器学习是机器学习.代谢学 代谢学 代谢学

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