Use of Artificial Intelligence in Drug Discovery and its Application in Drug Development

Shaikh Habeeba
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Abstract

Artificial intelligence is an area of computer science that deals with the ability to solve problems using symbolic programming. Artificial intelligence can help solve health-care issues with large-scale applications. Expert system development is a significant and effective application of artificial intelligence. Artificial intelligence (AI) is a technology-based system that uses a variety of advanced tools and networks to simulate human intelligence. AI makes use of systems and software that can read and learn from data and to make independent judgments in order to achieve certain goals. Its applications in the pharmaceutical area are constantly being expanded, as discussed in this chapter. Recently, healthcare sector is facing some complex challenges, such as the increased cost of drugs and therapies, and society needs specific significant changes in this area. Personalized medications with the necessary dose, release parameters, and other required aspects can be manufactured according to individual patient need with the use of AI in pharmaceutical product manufacturing. Using the latest AI-based technologies will not only reduce the time it takes for products to reach the market, but it will also improve product quality and overall safety of the manufacturing process, as well as provide better resource utilization and cost-effectiveness, emphasize the importance of automation. This chapter emphasizes the importance of artificial intelligence (AI) in the pharmaceutical sector, including drug research and development, medication repurposing, enhancing pharmaceutical productivity, and clinical trials And its current and future applications in drug discovery development.
人工智能在药物发现中的应用及其在药物开发中的应用
人工智能是计算机科学的一个领域,涉及使用符号编程解决问题的能力。人工智能可以通过大规模应用帮助解决医疗保健问题。专家系统开发是人工智能的重要而有效的应用。人工智能(AI)是一种基于技术的系统,它使用各种先进的工具和网络来模拟人类的智能。人工智能利用能够从数据中阅读和学习并做出独立判断的系统和软件来实现某些目标。正如本章所讨论的,它在制药领域的应用正在不断扩大。最近,医疗保健行业正面临着一些复杂的挑战,例如药物和治疗成本的增加,社会需要在这一领域进行具体的重大变革。通过在药品生产中使用人工智能,可以根据患者的个人需要制造具有必要剂量、释放参数和其他必要方面的个性化药物。使用最新的基于人工智能的技术不仅可以减少产品进入市场所需的时间,还可以提高产品质量和制造过程的整体安全性,并提供更好的资源利用率和成本效益,强调自动化的重要性。本章强调了人工智能(AI)在制药领域的重要性,包括药物研发、药物再利用、提高制药生产力和临床试验,以及它在药物发现开发中的当前和未来应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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