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Updated: May 17, 2025

Microbiota Analysis Using Two-step PCR and Next-generation 16S rRNA Gene Sequencing
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可解释的机器学习算法揭示了与阿托皮性皮肤炎相关的肠道微生物组特征.

Jingtai Ma1,2, Yiting Fang1,2, Shiqi Li1,2

  • 1National Medical Products Administration (NMPA) Key Laboratory for Safety Evaluation of Cosmetics, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou, China.

Frontiers in immunology
|May 16, 2025
PubMed
概括

机器学习确定了与阿托皮性皮肤炎相关的关键肠道细菌. 双菌 (Bifidobacterium) 成为一个关键因素,有助于了解针对性治疗的肠道微生物群.

关键词:
在SHAP中,价值是SHAP值.极端的梯度增强了极端的梯度.可以解释的机器学习.增强光梯度的机器增强光梯度的机器机器学习是机器学习.部分依赖图表部分依赖图表随机的森林随机的森林

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Although digestion of proteins, carbohydrates, and lipids may begin in the stomach, it is completed in the intestine. The absorption of nutrients, water, and electrolytes from food and drink also occurs in the intestine. The intestines can be divided into two structurally distinct organs—the small and large intestines.
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