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Enhancing drug property prediction with dual-channel transfer learning based on molecular fragment

BACKGROUND: Accurate prediction of molecular property holds significance in contemporary drug discovery and medical research. Recent advances in AI-driven molecular property prediction have shown promising results. Due to the costly annotation of in vitro and in vivo experiments, transfer learning p...

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Detalles Bibliográficos
Autores principales: Wu, Yue, Ni, Xinran, Wang, Zhihao, Feng, Weike
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10360281/
https://www.ncbi.nlm.nih.gov/pubmed/37479969
http://dx.doi.org/10.1186/s12859-023-05413-x