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Updated: Jun 8, 2026

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在代谢学中轻度认知障碍的多标志物发现,使用机器学习与通过部分最小方程的全球替代模型进行机器学习

Yota Tatara1, Hiroyuki Yamamoto2,3, Kozue Terai2

  • 1Department of Stress Response Science, Biomedical Research Center, Graduate School of Medicine, Hirosaki University, 5 Zaifu-cho, Hirosaki, Aomori, 036-8562, Japan.

Metabolomics : Official journal of the Metabolomic Society
|November 15, 2025
PubMed
概括

轻度认知障碍 (MCI) 的早期诊断对于预防痴呆症至关重要. 这项研究开发了一个与能量代谢和神经传递相关的五种代谢物的血面板,以帮助诊断MCI.

关键词:
与痴呆症相关的阿尔茨海默氏症.生物标志物生物标志物一群人群的队列.全球代孕模型的全球代孕模型代谢组中的代谢.轻度认知障碍 轻度认知障碍部分最小正方形.随机森林模型是一个随机森林模型.

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