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A Benchmark Study of Graph Models for Molecular Acute Toxicity Prediction

With the wide usage of organic compounds, the assessment of their acute toxicity has drawn great attention to reduce animal testing and human labor. The development of graph models provides new opportunities for acute toxicity prediction. In this study, five graph models (message-passing neural netw...

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Detalles Bibliográficos
Autores principales: Ketkar, Rajas, Liu, Yue, Wang, Hengji, Tian, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418346/
https://www.ncbi.nlm.nih.gov/pubmed/37569341
http://dx.doi.org/10.3390/ijms241511966