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....

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Detalles Bibliográficos
Autores principales: Xu, Xiaolu, Qi, Zitong, Han, Xiumei, Xu, Aiguo, Geng, Zhaohong, He, Xinyu, Ren, Yonggong, Duo, Zhaojun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Research Article
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

Internet

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

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