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Mass casualty incidents (MCIs) overwhelm healthcare systems and demand rapid, accurate patient-hospital allocation decisions under extreme pressure. Here, we developed and validated a deep reinforcement learning-based decision-support AI…

机器学习 · 计算机科学 2025-09-11 Zhaoxun "Lorenz" Liu , Wagner H. Souza , Jay Han , Amin Madani

Mass-casualty incidents with a large number of injured persons caused by human-made or by natural disasters are increasing globally. In such situations, medical first responders (MFRs) need to perform diagnosis, basic life support, or other…

计算机与社会 · 计算机科学 2023-01-31 Helmut Schrom-Feiertag , Georg Regal , Markus Murtinger

This report presents a heterogeneous robotic system designed for remote primary triage in mass-casualty incidents (MCIs). The system employs a coordinated air-ground team of unmanned aerial vehicles (UAVs) and unmanned ground vehicles…

We present a user interface (UI) based on augmented reality (AR) with head-mounted display (HMD) for improving situational awareness during critical operation and improve human efficiency on operations. The UI displays contextual…

人机交互 · 计算机科学 2021-03-29 Dany Naser Addin , Benoit Ozell

Mass casualty incidents (MCIs) pose a significant challenge to emergency medical services by overwhelming available resources and personnel. Effective victim assessment is the key to minimizing casualties during such a crisis. We introduce…

Autonomous robots deployed in mass casualty incidents (MCI) face the challenge of making critical decisions based on incomplete and noisy perceptual data. We present an autonomous robotic system for casualty assessment that fuses outputs…

机器人学 · 计算机科学 2026-04-24 Szymon Rusiecki , Cecilia Morales , Pia Störy , Kimberly Elenberg , Leonard Weiss , Artur Dubrawski

In the complex manufacturing sector a considerable amount of resources are focused on developing new skills and training workers. In that context, increasing the effectiveness of those processes and reducing the investment required is an…

Evacuation is one of the main disaster management solutions to reduce the impact of man-made and natural threats on building occupants. To date, several modern technologies and gamification concepts, e.g. immersive virtual reality and…

其他计算机科学 · 计算机科学 2018-04-13 Lovreglio Ruggiero

Augmented Reality (AR) solutions are providing tools that could improve applications in the medical and industrial fields. Augmentation can provide additional information in training, visualization, and work scenarios, to increase…

人机交互 · 计算机科学 2023-06-30 Akos Nagy , Thomas Lagkas , Panagiotis Sarigiannidis , Vasileios Argyriou

Over the past several decades, naturally occurring and man-made mass casualty incidents (MCI) have increased in frequency and number, worldwide. To test the impact of such event on medical resources, simulations can provide a safe,…

Research on emergency and mass casualty incident (MCI) triage has been limited by the absence of openly usable, reproducible benchmarks. Yet these scenarios demand rapid identification of the patients most in need, where accurate…

机器学习 · 计算机科学 2026-03-31 Joshua Sebastian , Karma Tobden , KMA Solaiman

Integrating mixed reality (MR) with artificial intelligence (AI) technologies, including vision, language, audio, reasoning, and planning, enables the AI-powered MR assistant [1] to substantially elevate human efficiency. This enhancement…

人机交互 · 计算机科学 2024-05-10 Yan-Ming Chiou , Bob Price , Chien-Chung Shen , Syed Ali Asif

With the advent of the computational technologies (Graphics Processing Units - GPUs) and Machine Learning, the research domain of crowd simulation for crisis management has flourished. Along with the new techniques and methodologies that…

多智能体系统 · 计算机科学 2020-09-10 George Sidiropoulos , Chairi Kiourt , Lefteris Moussiades

The objective of this paper is to present a Mixed Reality System (MRS) for rehabilitation of the upper limb after stroke. The system answers the following challenges: (i) increase motivation of patients by making the training a personalized…

人机交互 · 计算机科学 2010-11-09 Ines Di Loreto Ines , Abdelkader Gouaïch

Mass Casualty Incidents can overwhelm emergency medical systems and resulting delays or errors in the assessment of casualties can lead to preventable deaths. We present a decision support framework that fuses outputs from multiple computer…

人工智能 · 计算机科学 2026-04-24 Szymon Rusiecki , Cecilia G. Morales , Kimberly Elenberg , Leonard Weiss , Artur Dubrawski

Early identification of on-site hazards is crucial for accident prevention in the construction industry. Currently, the construction industry relies on experienced safety advisors (SAs) to identify site hazards and generate mitigation…

人机交互 · 计算机科学 2025-04-11 Pengkun Liu , Jinding Xing , Ruoxin Xiong , Pingbo Tang

Augmented Reality (AR) systems describe the class of systems that use computers to overlay virtual information on the real world. AR environments allow the development of promising tools in several application domains. In medical training…

分布式、并行与集群计算 · 计算机科学 2018-12-03 Felix G. Hamza-Lup , Jannick P. Rolland , Charles Hughes

Robot-assisted surgery is rapidly developing in the medical field, and the integration of augmented reality shows the potential of improving the surgeons' operation performance by providing more visual information. In this paper, we…

Augmented reality have undergone considerable improvement in past years. Many special techniques and hardware devices were developed, but the crucial breakthrough came with the spread of intelligent mobile phones. This enabled mass spread…

计算机视觉与模式识别 · 计算机科学 2011-06-29 David Prochazka , Michael Stencl , Ondrej Popelka , Jiri Stastny

Despite growing interest in virtual and augmented reality (VR/AR) for mental well-being, prior work using immersive interventions to teach mental health skills has largely focused on calming or abstract settings. As a result, little is…

人机交互 · 计算机科学 2025-10-15 Anna Fang , Jiayang Shi , Hriday Chhabria , Bosi Li , Haiyi Zhu
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