High performance computing based simulation for healthcare decision support
Visualitza/Obre
Tipus de documentText en actes de congrés
Data publicació2015-05-05
EditorBarcelona Supercomputing Center
Condicions d'accésAccés obert
Llevat que s'hi indiqui el contrari, els
continguts d'aquesta obra estan subjectes a la llicència de Creative Commons
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Reconeixement-NoComercial-SenseObraDerivada 3.0 Espanya
Abstract
Due to the complexity and crucial role of an Emergency
Department (ED) in the healthcare system. The ability to more
accurately represent, simulate and predict performance of ED will be
invaluable for decision makers to solve management problems. One
way to realize this requirement is by modeling and simulation. The
objective of this research is to grasp the non-linear association
between macro-level features and micro-level behavior with the goal
of better understanding the bottleneck of ED performance and
provide ability to quantify such performance on defined condition.
Agent-based modeling approach was used to model the healthcare
staff, patient and physical resources in ED. Instead of describe all the
potential causes of this complex issue. Rather, in this thesis, a layerbased
application framework will be presented to discover knowledge
of a complex system through simulating micro-level behaviors of its
components to facilitate a systematic understanding of the aggregate
behavior.
CitacióLiu, Zhengchun; Luque Amat, Emilio. High performance computing based simulation for healthcare decision support. A: "BSC Doctoral Symposium (2nd: 2015: Barcelona)". 2nd ed. Barcelona: Barcelona Supercomputing Center, 2015, p. 73-74.
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