开发UVA/帕多瓦1型糖尿病模拟器:建模,验证,改进和实用性
Claudio Cobelli1, Boris Kovatchev2
1University of Padova, Padova, Italy.
Journal of diabetes science and technology
|September 25, 2023
概括
数学模型和计算机模拟已经彻底改变了糖尿病管理. 先进的连续葡萄糖监测 (CGM) 数据为这些模型提供燃料,使人工胰腺发展成为可能,并取代了新治疗方法的动物试验.
科学领域:
- 生物医学工程 生物医学工程
- 计算生物学 计算生物学
- 内分泌学 在内分泌学.
背景情况:
- 糖尿病管理在过去50年里发生了显著的进化,从HbA1c转向持续血糖监测 (CGM).
- 高时间分辨率的CGM数据使密集治疗策略成为可能,包括人工胰腺等自动闭环系统.
- 数学建模和计算机模拟对于推进糖尿病治疗技术至关重要.
结论:
- 数学模型和计算机模拟对于糖尿病治疗技术进步是不可或缺的.
- 使用in silico试验加速了新型糖尿病治疗方法的开发和临床前测试.
- 设计胰岛素治疗算法的动物实验在很大程度上已经被计算方法所取代.
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