New drug research and development driven by artificial intelligence technology
10.3969/j.issn.1005-202X.2024.11.017
- VernacularTitle:基于人工智能技术驱动的新药研发
- Author:
Feifei CEN
1
;
Liang CHEN
Author Information
1. 乐山职业技术学院生物医药学院,四川乐山 614000
- Keywords:
artificial intelligence technology;
deep learning;
new drug research and development;
review
- From:
Chinese Journal of Medical Physics
2024;41(11):1437-1442
- CountryChina
- Language:Chinese
-
Abstract:
The technologies such as deep learning and machine learning enable the rapid screening for potential drug candidate molecules and the prediction of their interactions with biological targets.Additionally,artificial intelligence exhibits great potential in drug design,synthesis pathway planning and clinical trial data analysis,and is expected to shorten the time from laboratory to market for new drugs and reduce research and development costs.Herein the study reviews the application of artificial intelligence technology in new drug research and development,explores the challenges it faces,and discusses the future development directions.
