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颠覆制药行业:人工智能和机器学习的深远影响。

Revolutionizing Pharmaceutical Industry: The Radical Impact of Artificial Intelligence and Machine Learning.

机构信息

Department of Pharmaceutical Sciences, Guru Nanak Dev University, Amritsar, 143005, India.

Department of Pharmacy, Delhi Skill and Entrepreneurship University, Dwarka Campus, New Delhi, 110077, India.

出版信息

Curr Pharm Des. 2023;29(21):1645-1658. doi: 10.2174/1381612829666230807161421.

Abstract

This article explores the significant impact of artificial intelligence (AI) and machine learning (ML) on the pharmaceutical industry, which has transformed the drug development process. AI and ML technologies provide powerful tools for analysis, decision-making, and prediction by simplifying complex procedures from drug design to formulation design. These techniques could potentially speed up the development of better medications and drug development processes, improving the lives of millions of people. However, the use of these techniques requires trained personnel and human surveillance for AI to function effectively, if not there is a possibility of errors like security breaches of personal data and bias can also occur. Thus, the present review article discusses the transformative power of AI and ML in the pharmaceutical industry and provides insights into the future of drug development and patient care.

摘要

本文探讨了人工智能 (AI) 和机器学习 (ML) 对制药行业的重大影响,这些技术改变了药物开发过程。AI 和 ML 技术通过简化从药物设计到配方设计的复杂程序,为分析、决策和预测提供了强大的工具。这些技术有可能加速更好的药物和药物开发过程的开发,从而改善数百万人的生活。然而,这些技术的使用需要经过培训的人员和人工监督,以确保 AI 能够有效运行,如果没有,就有可能发生错误,如个人数据的安全漏洞和偏见。因此,本综述文章讨论了 AI 和 ML 在制药行业中的变革力量,并深入探讨了药物开发和患者护理的未来。

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