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Updated: Jun 16, 2025

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消费品化学品的吸入毒性查使用经合组织测试指南基于数据的机器学习模型

Donghyeon Kim1, Soyoung Cho2, Jong-June Jeon2

  • 1School of Environmental Engineering, University of Seoul, Seoul 02504, Republic of Korea.

Journal of hazardous materials
|August 18, 2024
PubMed
概括

机器学习模型选了消费品化学品的吸入毒性,确定了79种高度关注的物质. 这种人工智能方法揭示了日常产品中化学吸入风险的监管缺口.

关键词:
人工智能的人工智能消费品 消费品 化学品 化学品吸入中毒性 吸入中毒性定量结构 活动关系 活动关系毒性预测 毒性预测

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Types of Toxins

Humans continually engage with an environment rich in potentially harmful chemicals. These are introduced to our bodies through inhalation, ingestion, or skin contact. These chemicals exist in various forms, such as air and environmental pollutants, agricultural chemicals, organic solvents, and heavy metals.
Air pollutants, primarily gases, pose significant threats to respiratory health, leading to conditions like hypoxia, lung cancer, and in extreme cases, death.
Environmental pollutants like...
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