Generative Artificial Intelligence in Pharmacology: Revolutionizing Drug-Protein Interaction

Abstract

[EN]In the modern era of medicine, artificial intelligence (AI) is playing an increasingly prominent role in pharmacology. This article highlights the transformative influence of generative AI in the study and optimization of drug-protein interactions. Through the detailed analysis of models such as Generative Adversarial Networks (GANs) and Transformers, it is illustrated how AI can predict and refine interactions between drugs and proteins, leading to more efficient and safer therapies. Additionally, the ability of generative AI to predict cross drug interactions is discussed, thereby reducing the potential for side effects and complications related to polypharmacy. The conclusion highlights the synergy between traditional pharmacological research and AI,