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Linking drug target and pathway activation for effective therapy using multi-task learning
Despite the abundance of large-scale molecular and drug-response data, the insights gained about the mechanisms underlying treatment efficacy in cancer has been in general limited. Machine learning algorithms applied to those datasets most often are used to provide predictions without interpretation...
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| Pubblicato in: | Sci Rep |
|---|---|
| Autori principali: | , , , , , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Nature Publishing Group UK
2018
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5974390/ https://ncbi.nlm.nih.gov/pubmed/29844324 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-25947-y |
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