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Chemical toxicity prediction based on semi-supervised learning and graph convolutional neural network

Abstract As safety is one of the most important properties of drugs, chemical toxicology prediction has received increasing attentions in the drug discovery research. Traditionally, researchers rely on in vitro and in vivo experiments to test the toxicity of chemical compounds. However, not only are...

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Detalhes bibliográficos
Principais autores: Jiarui Chen, Yain-Whar Si, Chon-Wai Un, Shirley W. I. Siu
Formato: Artigo
Idioma:Inglês
Publicado em: BMC 2021-11-01
coleção:Journal of Cheminformatics
Assuntos:
Acesso em linha:https://doi.org/10.1186/s13321-021-00570-8
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