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Identifying drug-pathway association pairs based on L1L2,1-integrative penalized matrix decomposition

The traditional methods of drug discovery follow the “one drug-one target” approach, which ignores the cellular and physiological environment of the action mechanism of drugs. However, pathway-based drug discovery methods can overcome this limitation. This kind of method, such as the Integrative Pen...

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Podrobná bibliografie
Vydáno v:Oncotarget
Hlavní autoři: Wang, Dong-Qin, Gao, Ying-Lian, Liu, Jin-Xing, Zheng, Chun-Hou, Kong, Xiang-Zhen
Médium: Artigo
Jazyk:Inglês
Vydáno: Impact Journals LLC 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5564627/
https://ncbi.nlm.nih.gov/pubmed/28624800
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18632/oncotarget.18254
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