Predicting drug synergy for precision medicine using network biology and machine learning.

Authors

Ali Cuvitoglu
Joseph X Zhou, Institute for Systems Biology, Seattle, WA, USA.Follow
Sui Huang, Institute for Systems Biology, Seattle, Washington, USA.Follow
Zerrin Isik

Document Type

Article

Publication Date

4-1-2019

Publication Title

Journal of bioinformatics and computational biology

Keywords

Drug synergy; machine-learning; network biology; transcriptome profile

Abstract

Identification of effective drug combinations for patients is an expensive and time-consuming procedure, especially for

Department

Institute for Systems Biology

Recommended Citation

Cuvitoglu, Ali; Zhou, Joseph X; Huang, Sui; and Isik, Zerrin, "Predicting drug synergy for precision medicine using network biology and machine learning." (2019). Articles, Abstracts, and Reports. 1674.
https://digitalcommons.providence.org/publications/1674