作者
Muhammad Aurangzeb Ahmad, Vijay Chickarmane, Farinaz Sabz Ali Pour, Nima Shariari, Taposh Dutta Roy
发表日期
2023/6/26
研讨会论文
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI)
页码范围
465-469
出版商
IEEE
简介
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.
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MA Ahmad, V Chickarmane, FSA Pour, N Shariari… - 2023 IEEE 11th International Conference on …, 2023