Recently there has been a surge of interest in developing Digital Twins of process flows in healthcare to better understand bottlenecks and areas of improvement. A key challenge is in the validation process. We describe a work in progress for a digital twin using an agent based simulation model for determining bed turnaround time for patients in hospitals. We employ a strategy using machine learning for validating the model and implementing sensitivity analysis.
翻译:最近,人们对发展保健流程中的数码双胞胎进程流动的兴趣激增,以更好地了解瓶颈和有待改进的领域,一个关键的挑战在于验证过程。我们描述了正在使用基于代理的模拟模型为医院病人确定床位周转时间的数码双胞胎工作。我们采用了一种战略,用机器学习来验证模型并进行敏感性分析。</s>