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Opportunities and challenges in interpretable deep learning for drug sensitivity prediction of cancer cells
In precision oncology, therapy stratification is done based on the patients’ tumor molecular profile. Modeling and prediction of the drug response for a given tumor molecular type will further improve therapeutic decision-making for cancer patients. Indeed, deep learning methods hold great potential...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9714662/ https://www.ncbi.nlm.nih.gov/pubmed/36466148 http://dx.doi.org/10.3389/fbinf.2022.1036963 |