Machine Learning-Driven Cross-Species Toxicity Prediction for Advancing Ecologically Relevant PFAS Water Quality Criteria

Traditional toxicity testing cannot keep pace with the rapid growth of synthetic chemicals, creating major data gaps that hinder the development of water quality criteria (WQC) for emerging contaminants. This study developed a machine learning model integrating compound- and organism-related feature...

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主要作者: Weigang Liang (734333) (author)
其他作者: Jingya Li (309241) (author), Xiaolei Wang (139592) (author), John P. Giesy (302766) (author), Xiaoli Zhao (118708) (author)
出版: 2025
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