临床药理学 - - 它如何塑造药物开发之旅
Matthias Kruse1, Simona Stankeviciute2, Sheryl Perry3
1Parexel International GmbH, Berlin, Germany. matthias.kruse@parexel.com.
European journal of clinical pharmacology
|February 25, 2025
概括
临床药理学,使用计算建模和模拟,提高药物开发效率. 关键领域包括药理动力学,药理动力学,以及未来创新的新兴AI/ML趋势.
科学领域:
- 药物开发 药物开发
- 临床药理学 临床药理学
- 计算生物学 计算生物学
背景情况:
- 药物开发是一个漫长而复杂的过程.
- 临床药理学在现代药物发现中发挥着至关重要的作用.
- 计算建模和模拟提供了显著的效率提升.
研究的目的:
- 为了强调药理动力学和药理动力学的重要性.
- 概述临床开发计划的关键考虑因素.
- 探索建模对药物开发和未来趋势的影响.
主要方法:
- 临床药理学原则的审查.
- 对计算建模和模拟应用程序的分析.
- 在药物开发中讨论人工智能和机器学习.
主要成果:
- 药理动力学和药理动力学对于成功的药物开发至关重要.
- 建模显著简化了药物开发途径.
- 人工智能和机器学习即将彻底改变未来的药物发现.
结论:
- 整合计算方法可以提高药物开发效率.
- 了解PK/PD和利用建模是开发人员的关键.
- 像AI/ML这样的新兴技术有望在该领域带来变革性的变化.
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