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TranSynergy: Mechanism-driven interpretable deep neural network for the synergistic prediction and pathway deconvolution of drug combinations

Drug combinations have demonstrated great potential in cancer treatments. They alleviate drug resistance and improve therapeutic efficacy. The fast-growing number of anti-cancer drugs has caused the experimental investigation of all drug combinations to become costly and time-consuming. Computationa...

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Pubblicato in:PLoS Comput Biol
Autori principali: Liu, Qiao, Xie, Lei
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2021
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7906476/
https://ncbi.nlm.nih.gov/pubmed/33577560
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1008653
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