皮革制作与环保科技2024,Vol.5Issue(14) :153-155.DOI:10.20025/j.cnki.CN10-1679.2024-14-53

高效毒理筛选模型构建及其在危险废弃物风险评估中的应用

Efficient Toxicology Screening Model Construction and its Application in Hazardous Waste Risk Assessment

张兴通 颜恒亮 郭华
皮革制作与环保科技2024,Vol.5Issue(14) :153-155.DOI:10.20025/j.cnki.CN10-1679.2024-14-53

高效毒理筛选模型构建及其在危险废弃物风险评估中的应用

Efficient Toxicology Screening Model Construction and its Application in Hazardous Waste Risk Assessment

张兴通 1颜恒亮 1郭华1
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作者信息

  • 1. 浙江省环境科技有限公司,浙江 杭州 310000
  • 折叠

摘要

本文旨在建立一种高效的毒理筛选模型,以应用于危险废弃物风险评估.该模型结合了多种生物学和化学信息,通过机器学习方法识别潜在的毒性物质及其作用机制,验证了模型的准确性和可靠性,并将其应用于危险废弃物的毒性评估中.结果表明,该模型在识别危险废弃物中的潜在毒性物质方面具有很高的预测能力,从而为风险评估提供了有力支持.

Abstract

This study aimed to establish an efficient toxicology screening model for application in hazardous waste risk assessment.The model combined various biological and chemical information to identify potential toxic substances and their mechanisms of action using machine learning methods.We validated the accuracy and reliability of the model and applied it to toxicological assessments of hazardous waste.Results indicate that the model has high predictive capability in identifying potential toxic substances in hazardous waste,providing strong support for risk assessment.

关键词

毒理筛选模型/危险废弃物/风险评估

Key words

toxicology screening model/hazardous waste/risk assessment

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出版年

2024
皮革制作与环保科技

皮革制作与环保科技

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