Applications of Artificial Intelligence in Drug Repurposing
Chinese Academy of Medical Sciences & Peking Union Medical College · Suzhou Institute of Systems Medicine · +4 more institutions
Abstract
Drug repurposing identifies new therapeutic uses for the existing drugs originally developed for different indications, aiming at capitalizing on the established safety and efficacy profiles of known drugs. Thus, it is beneficial to bypass of early stages of drug development, and to reduction of the time and cost associated with bringing new therapies to market. Traditional experimental methods are often time-consuming and expensive, making artificial intelligence (AI) a promising alternative due to its lower cost, computational advantages, and ability to uncover hidden patterns. This review focuses on the availability of AI algorithms in drug development, and their positive and specific roles in revealing…
Citation impact
- FWCI
- 68.96
- Percentile
- 100%
- References
- 142
Authors
7- ZWZhaoman Wan
Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou Institute of Systems Medicine
- XSXinran Sun
Chinese Academy of Medical Sciences & Peking Union Medical College
- YLYi Li
Hunan Agricultural University
- TCTianyao Chu
Capital Medical University, Beijing Children’s Hospital
- XHXueyu Hao
Capital Medical University, Beijing Children’s Hospital
Topics & keywords
- Repurposing
- Drug repositioning
- Computer science
- Artificial intelligence
- Machine learning
- Drug development
- Virtual screening
- Drug