2023
DOI: 10.21203/rs.3.rs-3318384/v1
|View full text |Cite
Preprint
|
Sign up to set email alerts
|

A Review on Graph Neural Networks for Predicting Synergistic Drug Combinations

Milad Besharatifard,
Fatemeh Vafaee

Abstract: Combinational therapies with synergistic effects provide a powerful treatment strategy for tackling complex diseases, particularly malignancies. Discovering these synergistic combinations, often involving various compounds and structures, necessitates exploring a vast array of compound pairings. However, practical constraints such as cost, feasibility, and complexity hinder exhaustive in vivo and in vitro experimentation. In recent years, machine learning methods have made significant inroads in pharmacology. … Show more

Help me understand this report
View published versions

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Publication Types

Select...

Relationship

0
0

Authors

Journals

citations
Cited by 0 publications
references
References 87 publications
0
0
0
Order By: Relevance

No citations

Set email alert for when this publication receives citations?