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Reconstructing cancer drug response networks using multitask learning
BACKGROUND: Translating in vitro results to clinical tests is a major challenge in systems biology. Here we present a new Multi-Task learning framework which integrates thousands of cell line expression experiments to reconstruct drug specific response networks in cancer. RESULTS: The reconstructed...
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| Publicado no: | BMC Syst Biol |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
BioMed Central
2017
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5635550/ https://ncbi.nlm.nih.gov/pubmed/29017547 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12918-017-0471-8 |
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