Peng Xia, Ji Ruan, Dave Parry, Jian Yu, & Sally Britnell. (2023). Enhancing Triage Training for Mass Casualty Incidents with Virtual Reality and Artificial Intelligence. In V. L. Thomas J. Huggins (Ed.), Proceedings of the ISCRAM Asia Pacific Conference 2022 (pp. 68–76). Palmerston North, New Zealand: Massey Unversity.
Abstract: Mass casualty incidents (MCIs) occur with natural or man-made disasters. Training emergency staff for combating MCIs is essential, but the cost can be high as such incidents rarely occur, and a physical simulation is resource-intensive. Triage is a critical task in dealing with MCIs. In this paper, we propose to use Virtual Reality (VR) and Artificial Intelligence (AI) technologies to build a low-cost, high-efficient system for MCI triage training. Our system captures more comprehensive training data and utilizes state-of-the-art AI evaluation methods.
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Henrik Berndt, Daniel Wessel, Lennard Willer, Michael Herczeg, & Tilo Mentler. (2018). Immersion and Presence in Virtual Reality Training for Mass Casualty Incidents. In Kees Boersma, & Brian Tomaszeski (Eds.), ISCRAM 2018 Conference Proceedings – 15th International Conference on Information Systems for Crisis Response and Management (pp. 806–817). Rochester, NY (USA): Rochester Institute of Technology.
Abstract: Preparation for mass casualty incidents (MCIs) is highly important but difficult to accomplish. Incidents are rare, often complex, and training is costly. However, with the development of consumer grade virtual reality (VR) hardware, immersive training simulations have become affordable for competency training. To make simulations effective, users have to be immersed and feel present in the simulation. We have developed a VR training system for MCIs in a user centered design process with emergency personnel and further improved the system to increase immersion and presence. In an evaluation with eighteen paramedic trainees, we compare six hypothesized design improvements between the two simulations, such as using a menu or a simulated emergency bag for interaction. Results indicate clear user preferences of interaction styles related to immersion and presence in MCI VR simulations.
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Kai Kamphenkel, Markus Blank, Jens Bauer, & Georg Carle. (2007). Secure transmission of pre-clinical ultrasound video data at the scene of a mass casualty incident. In K. Nieuwenhuis P. B. B. Van de Walle (Ed.), Intelligent Human Computer Systems for Crisis Response and Management, ISCRAM 2007 Academic Proceedings Papers (pp. 377–383). Delft: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: The use of portable ultrasound devices enables a better and immediate diagnostics at the scene of a mass casualty incident. The detection of free fluid in abdomen and thorax is an important indicator for the further treatment. The gained information affects the triage of casualties, the pre-clinical medical attendance and the patient management. The presented article describes an innovative approach to transmit sonographic video streams over wireless networks to a remote hospital, where the medical data is used for diagnostics. For the secure transmission of data a new network unit is designed, which gathers information with regard to the network status and the character of transported data. This “Intelligent Network” is located in the transport layer of the OSI reference model and enables a dynamic interconnection between network and application, provides an interface for functional transparency and the disclosure of parameters and establishes the basis for an universal security system.
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Matthias Max, & Johannes Sautter. (2013). Analysis of a German first responder exercise: Requirements for exercise-support and simulation. In J. Geldermann and T. Müller S. Fortier F. F. T. Comes (Ed.), ISCRAM 2013 Conference Proceedings – 10th International Conference on Information Systems for Crisis Response and Management (pp. 923–924). KIT; Baden-Baden: Karlsruher Institut fur Technologie.
Abstract: The work of first responders is marked by unpredictable situations, quick decisions and peak performance. Gathering all important information related to an emergency situation forms the basis for a meaningful and purposeful planning and action. For example during an accident scene the execution of complex individual orders is crucial. The many rescue facilities, rescue vehicles, and first responders needed lead to complex workflows. Real-life exercises are necessary to train controllers and first responders in handling these special situations, but are difficult and costly to organize. This paper gives a short overview of such an exercise and draws a rough practitioner-based vision of a potential simulation-based interactive system that could support exercise leaders and decision makers towards an effective utilization of real-life exercise data.
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Tilo Mentler, & Michael Herczeg. (2013). Applying ISO 9241-110 dialogue principles to tablet applications in emergency medical services. In J. Geldermann and T. Müller S. Fortier F. F. T. Comes (Ed.), ISCRAM 2013 Conference Proceedings – 10th International Conference on Information Systems for Crisis Response and Management (pp. 502–506). KIT; Baden-Baden: Karlsruher Institut fur Technologie.
Abstract: In the safety- And time-critical context of pre-hospital medical care, usability is a major challenge that needs to be addressed, because interaction problems or errors may have serious consequences for patients as well as employees of Emergency Medical Services (EMS). In this regard, a user-centered human-computer interface is a crucial factor for efficient usage as well as user acceptance. Well-established design principles can serve as directives throughout the analysis, design, implementation, and evaluation of applications. For standard PCbased applications the ISO standard 9241-110 serves as a practical guide since many years. However, new types of devices, especially mobile systems impose new challenges and ways of interpreting usability standards and guidelines. In this paper, we apply the ISO-Standard 9241-110 dialogue principles to mobile applications in EMS, considering the challenges of designing a system suitable for supporting users in both regular day-to-day services as well as rare Mass Casualty Incidents (MCIs).
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