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dc.rights.licenseopenen_US
dc.contributor.authorPOSSIK, Jalal
dc.contributor.authorASGARI, Asgari
dc.contributor.authorSOLIS, Adriano
dc.contributor.authorZACHAREWICZ, Grégory
dc.contributor.authorSHAFIEE, Mohammad Ali
dc.contributor.authorNAJAFABADI, Mahdi M.
dc.contributor.authorNADRI, Nazanin
dc.contributor.authorGUIMARAES, Abel
dc.contributor.authorIRANFAR, Hossein
dc.contributor.authorMA, Philip
dc.contributor.authorLEE, Christie M.
dc.contributor.authorTOFIGHI, Mohammadali
dc.contributor.authorAARABI, Mehdi
hal.structure.identifierLaboratoire de l'intégration, du matériau au système [IMS]
dc.contributor.authorGORECKI, Simon
IDREF: 225329174
dc.contributor.authorWU, Jianhong
dc.date.accessioned2022-09-23T06:40:40Z
dc.date.available2022-09-23T06:40:40Z
dc.date.created2022-08-18
dc.date.issued2022-08
dc.identifier.issn0018-9391en_US
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/148320
dc.description.abstractEnHospitals and other healthcare settings use various simulation methods to improve their operations, management, and training. The COVID-19 pandemic, with the resulting necessity for rapid and remote assessment, has highlighted the critical role of modeling and simulation in healthcare, particularly distributed simulation (DS). DS enables integration of heterogeneous simulations to further increase the usability and effectiveness of individual simulations. This article presents a DS system that integrates two different simulations developed for a hospital intensive care unit (ICU) ward dedicated to COVID-19 patients. AnyLogic has been used to develop a simulation model of the ICU ward using agent-based and discrete event modeling methods. This simulation depicts and measures physical contacts between healthcare providers and patients. The Unity platform has been utilized to develop a virtual reality simulation of the ICU environment and operations. The high-level architecture, an IEEE standard for DS, has been used to build a cloud-based DS system by integrating and synchronizing the two simulation platforms. While enhancing the capabilities of both simulations, the DS system can be used for training purposes and assessment of different managerial and operational decisions to minimize contacts and disease transmission in the ICU ward by enabling data exchange between the two simulations.
dc.language.isoENen_US
dc.subject.enAgent-based modeling (ABM)
dc.subject.encloud computing
dc.subject.enCOVID-19
dc.subject.endiscrete event simulation (DES)
dc.subject.endistributed simulation (DS)
dc.subject.enhealthcare systems
dc.subject.enhigh-level architecture (HLA)
dc.subject.enhybrid simulation
dc.subject.enintensive care unit (ICU)
dc.subject.eninteroperability
dc.subject.envirtual reality (VR)
dc.title.enAn Agent-Based Modeling and Virtual Reality Application Using Distributed Simulation: Case of a COVID-19 Intensive Care Unit
dc.typeArticle de revueen_US
dc.identifier.doi10.1109/TEM.2022.3195813en_US
dc.subject.halInformatique [cs]/Modélisation et simulationen_US
bordeaux.journalIEEE Transactions on Engineering Managementen_US
bordeaux.page13p.en_US
bordeaux.hal.laboratoriesLaboratoire d’Intégration du Matériau au Système (IMS) - UMR 5218en_US
bordeaux.institutionUniversité de Bordeauxen_US
bordeaux.institutionBordeaux INPen_US
bordeaux.institutionCNRSen_US
bordeaux.peerReviewedouien_US
bordeaux.inpressnonen_US
bordeaux.import.sourcehal
hal.identifierhal-03755822
hal.version1
hal.exporttrue
workflow.import.sourcehal
dc.rights.ccPas de Licence CCen_US
bordeaux.COinSctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=IEEE%20Transactions%20on%20Engineering%20Management&rft.date=2022-08&rft.spage=13p.&rft.epage=13p.&rft.eissn=0018-9391&rft.issn=0018-9391&rft.au=POSSIK,%20Jalal&ASGARI,%20Asgari&SOLIS,%20Adriano&ZACHAREWICZ,%20Gr%C3%A9gory&SHAFIEE,%20Mohammad%20Ali&rft.genre=article


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