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Predicting anticancer drug sensitivity on distributed data sources using federated deep learning
Drug sensitivity prediction plays a crucial role in precision cancer therapy. Collaboration among medical institutions can lead to better performance in drug sensitivity prediction. However, patient privacy and data protection regulation remain a severe impediment to centralized prediction studies....
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10427996/ https://www.ncbi.nlm.nih.gov/pubmed/37593639 http://dx.doi.org/10.1016/j.heliyon.2023.e18615 |