Bubak M, Czechowicz K, Gubała T, Hose D R, Kasztelnik M, Malawski M, Meizner J, Nowakowski P, Wood S
Department of Computer Science, AGH University of Science and Technology, Kraków, Poland.
ACC Cyfronet AGH University of Science and Technology, Kraków, Poland.
Interface Focus. 2021 Feb 6;11(1):20200006. doi: 10.1098/rsfs.2020.0006. Epub 2020 Dec 11.
The goal of this paper is to present a dedicated high-performance computing (HPC) infrastructure which is used in the development of a so-called reduced-order model (ROM) for simulating the outcomes of interventional procedures which are contemplated in the treatment of valvular heart conditions. Following a brief introduction to the problem, the paper presents the design of a model execution environment, in which representative cases can be simulated and the parameters of the ROM fine-tuned to enable subsequent deployment of a decision support system without further need for HPC. The presentation of the system is followed by information concerning its use in processing specific patient cases in the context of the EurValve international collaboration.
本文的目标是介绍一种专用的高性能计算(HPC)基础设施,该设施用于开发一种所谓的降阶模型(ROM),以模拟在心脏瓣膜疾病治疗中所考虑的介入手术结果。在对该问题进行简要介绍之后,本文展示了模型执行环境的设计,在该环境中可以模拟代表性病例,并对ROM的参数进行微调,以便后续部署决策支持系统,而无需进一步使用HPC。在介绍完该系统之后,还提供了有关其在EurValve国际合作背景下处理特定患者病例时的使用信息。