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Updated: Jun 5, 2025

Extraction of Organochlorine Pesticides from Plastic Pellets and Plastic Type Analysis
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Extraction of Organochlorine Pesticides from Plastic Pellets and Plastic Type Analysis

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开发基于分类的机器学习模型,用于评估与塑料包装相关的化学品的毒性

Md Mobarak Hossain1, Kunal Roy1

  • 1Drug Theoretics and Cheminformatics (DTC) Laboratory, Department of Pharmaceutical Technology, Jadavpur University, Kolkata 700032, India.

Journal of hazardous materials
|December 5, 2024
PubMed
概括

机器学习模型准确地预测塑料包装的化学毒性,有助于保护公共健康. 这些模型为传统的毒性评估方法提供了可扩展,高效的替代方案.

关键词:
分类模型的分类模型.机器学习 机器学习塑料包装 塑料包装 塑料包装这就是QSPR.采样方法 采样方法排名差异 (SRD) 的总和毒性预测 毒性预测

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In Silico Modeling Method for Computational Aquatic Toxicology of Endocrine Disruptors: A Software-Based Approach Using QSAR Toolbox00:05

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相关概念视频

Types of Toxins01:36

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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