Integrating Artificial Intelligence for Drug Discovery in the Context of Revolutionizing Drug Delivery
National Institute for Laser Plasma and Radiation Physics
Abstract
Drug development is expensive, time-consuming, and has a high failure rate. In recent years, artificial intelligence (AI) has emerged as a transformative tool in drug discovery, offering innovative solutions to complex challenges in the pharmaceutical industry. This manuscript covers the multifaceted role of AI in drug discovery, encompassing AI-assisted drug delivery design, the discovery of new drugs, and the development of novel AI techniques. We explore various AI methodologies, including machine learning and deep learning, and their applications in target identification, virtual screening, and drug design. This paper also discusses the historical development of AI in medicine, emphasizing its profound…
Citation impact
- FWCI
- 79.30
- Percentile
- 100%
- References
- 154
Authors
2Topics & keywords
- Drug discovery
- Identification (biology)
- Context (archaeology)
- Computer science
- Data science
- Transformative learning
- Artificial intelligence
- Bioinformatics