DEML: Drug Synergy and Interaction Prediction Using Ensemble-Based Multi-Task Learning

Synergistic drug combinations have demonstrated effective therapeutic effects in cancer treatment. Deep learning methods accelerate identification of novel drug combinations by reducing the search space. However, potential adverse drug–drug interactions (DDIs), which may increase the risks for combi...

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Detalles Bibliográficos
Autores principales: Wang, Zhongming, Dong, Jiahui, Wu, Lianlian, Dai, Chong, Wang, Jing, Wen, Yuqi, Zhang, Yixin, Yang, Xiaoxi, He, Song, Bo, Xiaochen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861702/
https://www.ncbi.nlm.nih.gov/pubmed/36677903
http://dx.doi.org/10.3390/molecules28020844

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861702/
https://www.ncbi.nlm.nih.gov/pubmed/36677903
http://dx.doi.org/10.3390/molecules28020844

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