ACS applied materials & interfacesHumansMachine LearningA549 CellsMetal NanoparticlesHuman Umbilical Vein Endothelial Cells
Predicting Nanotoxicity across Materials Using Interpretable Machine Learning and Descriptors Based on the Periodic Table.
Fang Liu, Jimin Zhu, Jing Zhang, Peiqiang Mu, Jikai Wen, Xu Wang, Yinbao Wu, Yan Wang, Xiliang Yan, Bing Yan
Published: 202610.1021/acsami.5c19488
Abstract
The biological effects of engineered nanomaterials are largely determined by their intrinsic physicochemical properties; however, predicting these effects across materials with different core compositions remains a significant challenge. In this stud…
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