Augmented drug combination dataset to improve the performance of machine learning models predicting synergistic anticancer effects

Combination therapy has gained popularity in cancer treatment as it enhances the treatment efficacy and overcomes drug resistance. Although machine learning (ML) techniques have become an indispensable tool for discovering new drug combinations, the data on drug combination therapy currently availab...

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Detalles Bibliográficos
Autores principales: Liu, Mengmeng, Srivastava, Gopal, Ramanujam, J., Brylinski, Michal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10635365/
https://www.ncbi.nlm.nih.gov/pubmed/37961281
http://dx.doi.org/10.21203/rs.3.rs-3481858/v1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10635365/
https://www.ncbi.nlm.nih.gov/pubmed/37961281
http://dx.doi.org/10.21203/rs.3.rs-3481858/v1

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