Leveraging AI for Enhanced Drug Discovery
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Abstract
Abstract: Artificial Intelligence (AI) has significantly impacted medicine discovery, revolutionizing the pharmaceutical industry. This paper explores AI's utility in drug discovery, highlighting its ability to accelerate development and repurpose existing medicines. By employing advanced algorithms and machine learning, AI enhances the identification of potential drug candidates, reducing time and costs.
The paper addresses challenges such as data quality, computational limitations, and the need for interdisciplinary collaboration, proposing strategies like better data management and partnerships. Ethical and regulatory considerations emphasize transparency, robust validation, and data protection. Real-world examples showcase AI's practical impact, demonstrating significant breakthroughs in drug development. This overview highlights AI's transformative role in medicine discovery, focusing on benefits, challenges, and ethical frameworks for responsible implementation.