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Updated: Jan 31, 2026

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数据科学方法和创新的药物输送技术之间的协同作用
1La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Victoria 3086, Australia; Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia; School of Pharmacy, University of Nottingham, Nottingham NG7 2RD, United Kingdom.
Advanced drug delivery reviews
|January 29, 2026
概括
像人工智能这样的计算方法正在彻底改变药物输送系统. 本次审查强调了它们通过优化药物输送系统设计和模拟来加速开发更有效的治疗方法的潜力.
科学领域:
- 自动化,机器人,计算能力和AI/机器学习方面的进步正在改变科学技术.
- 药物输送系统对于优化治疗疗效,患者遵守和减少副作用至关重要.
背景情况:
- 虽然许多科学领域迅速采用计算工具,但药物递送系统在应用信息学,基于物理的设计和AI/机器学习方面落后.
- 这种差距代表了治疗开发创新的错失机会.
研究的目的:
- 审查计算方法在药物输送系统设计,优化和模拟中的应用.
- 确定计算方法在药物输送中未得到充分利用或未达到最佳水平的领域.
- 为计算/人工智能方法和药物输送提供未来协同合作伙伴关系提供视角.
主要方法:
- 审查现有研究,使用计算方法用于药物输送系统.
- 专注于不太关注的和新兴的药物输送方式.
- 在这个领域分析计算方法的潜力和局限性.
主要成果:
- 精选的计算方法在加速药物输送系统的发展方面表现有前途.
- 在药物输送设计中,有显著的机会改善人工智能和机器学习的应用.
- 某些药物输送系统尚未从计算进步中获得最佳利益.
结论:
- 包括人工智能在内的计算方法具有巨大的潜力,可以彻底改变药物输送系统的设计和优化.
- 需要进一步整合信息学和模拟,才能充分实现治疗开发的好处.
- 结合计算能力和药物输送创新的协同方法是未来进步的关键.
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