Machine learning-driven QSAR models for predicting the cytotoxicity of five common microplastics
Chengze Liu, Cheng Zong, Shuang Chen, Jiangliang Chu, Yifan Yang, Yong Pan, Beilei Yuan, Huazhong Zhang
Topics & Concepts
Quantitative structure–activity relationshipMicroplasticsMachine learningArtificial intelligenceCytotoxicityPredictive modellingBoosting (machine learning)Computer scienceToxicityField (mathematics)ChemistryEnvironmental chemistryMathematicsPure mathematicsOrganic chemistryBiochemistryIn vitroMicroplastics and Plastic PollutionNanoparticles: synthesis and applicationsRecycling and Waste Management Techniques