高效毒理筛选模型构建及其在物风险评估中的应用  

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

作　　者：张兴通 颜恒亮 郭华 Zhang Xingtong;Yan Hengliang;Guo Hua(Zhejiang Environmental Technology Co.,Ltd.,Hangzhou 310000,China)

机构地区：[1]浙江省环境科技有限公司,浙江杭州310000

出　　处：《皮革制作与环保科技》2024年第14期153-155,共3页Leather Manufacture and Environmental Technology

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。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 

分 类 号：TS5[轻工技术与工程—皮革化学与工程]