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医疗仿真可以显示医疗机构的能力和资源利用率，帮助识别其中的挑战，并根据结果分析得出正确的解决方案。在新冠肺炎期间，仿真建模经常用于评估疾病传播和大规模疫苗接种。阅读本文，了解如何通过仿真完成医疗保健相关任务。

描述：通过普华永道分享的三个案例，让我们深入了解如何扩展仿真实现大规模运行和亚秒级响应，后附会议视频。

此篇演讲是在 2021 年 AnyLogic 年度会议上发表的，随后是问答环节。

Timothy E. Hoffman, Katherine J. Barnett, Lyle Wallis and William H. Hanneman of the Center for Environmental Medicine, Colorado State University are to be published in the October 2017 issue of the peer-reviewed Aging Cell journal of the Anatomical Society.

The aim of their investigation was to assess recent significant and unusual research observations regarding aging.

In cancer patients, an inability to access the surgical system can be lethal, but accessing it can be impoverishing, especially in low- and middle-income countries (LMICs).  A group from the Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical, supported by National Cancer Institute used AnyLogic Software to evaluate the health, financial, and equity impacts of governmental and charitable policies for surgical oncology in a resource-limited setting.

Indiana University Health Arnett (IUHA) is an integrated healthcare system which consists of a full service acute care hospital and a multispecialty clinic with approximately 200 providers at numerous locations. In the past, provider schedules were driven by individual preference which led to increased variation in scheduling rules that failed to meet employer or patient expectations. To better serve patients and maintain provider approval, IUHA sought to develop a scheduling methodology that provides same day access for a designated patient population while allowing acceptable access to the remaining patient population.

Traditional Marketing Mix models attempt to explore the tradeoffs amongst different marketing channels and the spends associated with them. The weaknesses of these models are, generally, their static nature and the restrictive assumptions required to apply their results. For these reasons, an American pharmaceutical company, one of the largest in the world, engaged with Sterling Simulation to explore the benefits of agent-based modeling, prior to launching a new product. The use-case was presented by Scott Hebert, Vice President of Sterling Simulation at the AnyLogic Conference 2015.

The Children’s Hospital of Philadelphia (CHOP) is well known as one the best places in the world for a child to come and get medical care. Less known, is the behind-the-scenes work of Dr. T. Eugene Day, Program Manager for Health Systems in the Office of Safety and Medical Operations to improve quality, safety, and overall patient care. Like many hospitals, CHOP is met with a multitude of challenges beyond the daily task of performing life-saving procedures and providing care for patients. Dr. Day utilizes simulation modeling with AnyLogic software to identify opportunities and aid planning for systemic improvements versus typical approaches.

A multi-national pharmaceutical company recently launched a new non-generic drug. Since the company already owned the leading non-generic drug in that market, cannibalization was a concern. The goal was to create market share for the new drug, while maintaining or increasing market share for the well-established drug by modifying types of promotional spend. Traditionally, the Analytics Department would employ a Marketing-Mix Model (MMM) to determine the impact of promotional spend, but the company was looking for further insight into the mechanics behind the MMM. After exploring multiple options, they determined agent-based modeling, and ultimately AnyLogic would allow for the greatest flexibility and visualization.

Alexander Doroshenko, Weicheng Qian and Nathaniel D. Osgood from the Division of Preventive Medicine at the University of Alberta in Canada were recently published in PeerJ, an Open Access, peer-reviewed, scholarly journal. It considers and publishes Research Articles in Biological and Medical Sciences. The objective of the University of Alberta project was to investigate the effect of outbreak response immunization (ORI) among adolescents as an emergency public health intervention in light of a recent re-emergence of pertussis outbreaks. ORI is supplementary immunization given over and above the routine vaccination schedule, including to those who may be fully immunized or those who did not receive their scheduled vaccines.

Being #26 in last years’ Fortune 500 list, Cardinal Health is a billion dollar pharmaceutical distribution and logistics company. Its clients are hospitals, pharmacies, physicians, and individual consumers. They face a multitude of typical distribution warehouse challenges that are further complicated by the nature of pharmaceutical products, which are smaller in size, consumable, expensive, and could be life critical. Company’s warehouses have narrow passages, and workers operate big multilevel trolleys. That increases the probability of employees’ mistakes and makes these mistakes costly.