New drug research and development driven by artificial intelligence technology(PDF)
《中国医学物理学杂志》[ISSN:1005-202X/CN:44-1351/R]
- Issue:
- 2024年第11期
- Page:
- 1437-1442
- Research Field:
- 医学人工智能
- Publishing date:
Info
- Title:
- New drug research and development driven by artificial intelligence technology
- Author(s):
- CEN Feifei1; CHEN Liang2
- 1. School of Biomedicine, Leshan Vocational and Technical College, Leshan 614000, China 2. Chengdu Brilliant Pharmaceutical Co., Ltd., Chengdu 610095, China
- Keywords:
- Keywords: artificial intelligence technology deep learning new drug research and development review
- PACS:
- R318；R913
- DOI:
- DOI:10.3969/j.issn.1005-202X.2024.11.017
- 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.
Last Update: 2024-11-26