Development of machine learning models for the prediction of the skin sensitization potential of cosmetic compounds

Background To enhance the accuracy of allergen detection in cosmetic compounds, we developed a co-culture system that combines HaCaT keratinocytes (transfected with a luciferase plasmid driven by the AKR1C2 promoter) and THP-1 cells for machine learning applications. Methods Following chemical expos...

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书目详细资料
Main Authors: Wu Qiao, Tong Xie, Jing Lu, Tinghan Jia
格式: 文件
语言:English
出版: PeerJ Inc. 2024-12-01
丛编:PeerJ
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在线阅读:https://peerj.com/articles/18672.pdf