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Using predictive machine learning models for drug response simulation by calibrating patient-specific pathway signatures
The utility of pathway signatures lies in their capability to determine whether a specific pathway or biological process is dysregulated in a given patient. These signatures have been widely used in machine learning (ML) methods for a variety of applications including precision medicine, drug repurp...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8551267/ https://www.ncbi.nlm.nih.gov/pubmed/34707117 http://dx.doi.org/10.1038/s41540-021-00199-1 |