制药行业的未来:人工智能如何改变医学
Barnika Debnath1, Samson K Wilson2, Subhrajyoty Basu2
1Department of Pharmaceutical Analysis, School of Pharmacy, GITAM(Deemed to be University, Visakhapatnam, India.
Advanced pharmaceutical bulletin
|December 17, 2025
概括
人工智能 (AI),包括机器学习 (ML) 和深度学习 (DL),正在改变制药行业. 人工智能加速药物发现,增强临床试验和个性化医疗,节省时间和数十亿美元.
科学领域:
- 制药行业 制药行业 制药行业
- 生物技术是生物技术.
- 计算生物学是一种计算生物学.
背景情况:
- 人工智能 (AI) 包括机器学习 (ML) 和深度学习 (DL).
- 人工智能分析了大量的数据集,以识别模式和潜在的药物候选者.
- 人工智能越来越多地集成到各种制药过程中.
研究的目的:
- 审查人工智能对制药生命周期的影响.
- 突出AI在药物发现,开发和制造中的作用.
- 探索AI对个性化医学和临床试验的贡献.
主要方法:
- 在制药行业对人工智能应用的审查.
- 分析AI在数据解释和模式识别中的作用.
- 检查AI对临床试验优化和个性化治疗的影响.
主要成果:
- 人工智能加速了药物发现和开发.
- 人工智能通过更好的患者招募和监测来提高临床试验效率.
- 人工智能通过考虑遗传和生活方式因素,使个性化医疗成为可能.
- 人工智能简化了制药制造,质量控制和供应链管理.
结论:
- 人工智能支持的技术对制药生命周期的所有阶段都有重大影响.
- 机器学习,数据分析和预测建模是推动创新的关键AI组件.
- 人工智能改变了药物的重新用途,精准医学和营销后监测.
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