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Dr.VAE: improving drug response prediction via modeling of drug perturbation effects
MOTIVATION: Individualized drug response prediction is a fundamental part of personalized medicine for cancer. Great effort has been made to discover biomarkers or to develop machine learning methods for accurate drug response prediction in cancers. Incorporating prior knowledge of biological system...
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| Publicado en: | Bioinformatics |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Oxford University Press
2019
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| Assuntos: | |
| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6761940/ https://ncbi.nlm.nih.gov/pubmed/30850846 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz158 |
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