Cargando…

Prediction of synergistic drug combinations using PCA-initialized deep learning

BACKGROUND: Cancer is one of the main causes of death worldwide. Combination drug therapy has been a mainstay of cancer treatment for decades and has been shown to reduce host toxicity and prevent the development of acquired drug resistance. However, the immense number of possible drug combinations...

Descripción completa

Detalles Bibliográficos
Autores principales: Ma, Jun, Motsinger-Reif, Alison
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8527604/
https://www.ncbi.nlm.nih.gov/pubmed/34670583
http://dx.doi.org/10.1186/s13040-021-00278-3