Characterization of oxidative damage induced by nanoparticles via mechanism-driven machine learning approaches
Xiaoqing Wang, Fei Li, Yuefa Teng, Chenglong Ji, Huifeng Wu
Topics & Concepts
Oxidative stressRandom forestSuperoxide dismutaseGlutathione peroxidaseReactive oxygen speciesMalondialdehydeMachine learningCatalaseMultilayer perceptronGlutathioneArtificial intelligenceEnvironmental chemistryEnvironmental scienceChemistryBiological systemBiologyComputer scienceArtificial neural networkBiochemistryEnzymeNanoparticles: synthesis and applicationsEnvironmental Toxicology and EcotoxicologyMicroplastics and Plastic Pollution