Head-Mounted Displays in Context-Aware Systems for Open Surgery: A State-of-the-Art Review.

IF 6.7 2区 医学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Mingxiao Tu, Hoijoon Jung, Jinman Kim, Andre Kyme
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引用次数: 0

Abstract

Surgical context-aware systems (SCAS), which leverage real-time data and analysis from the operating room to inform surgical activities, can be enhanced through the integration of head-mounted displays (HMDs). Rather than user-agnostic data derived from conventional, and often static, external sensors, HMD-based SCAS relies on dynamic user-centric sensing of the surgical context. The analyzed context-aware information is then augmented directly into a user's field of view via augmented reality (AR) to directly improve their task and decision-making capability. This stateof-the-art review complements previous reviews by exploring the advancement of HMD-based SCAS, including their development and impact on enhancing situational awareness and surgical outcomes in the operating room. The survey demonstrates that this technology can mitigate risks associated with gaps in surgical expertise, increase procedural efficiency, and improve patient outcomes. We also highlight key limitations still to be addressed by the research community, including improving prediction accuracy, robustly handling data heterogeneity, and reducing system latency.

开放手术情境感知系统中的头戴式显示器:最新技术回顾
手术情境感知系统(SCAS)可利用手术室的实时数据和分析为手术活动提供信息,通过集成头戴式显示器(HMD)可增强该系统的功能。基于 HMD 的 SCAS 依赖于以用户为中心对手术环境的动态感知,而不是从传统的(通常是静态的)外部传感器中获取与用户无关的数据。分析后的情境感知信息通过增强现实技术(AR)直接增强到用户的视野中,从而直接提高用户的任务和决策能力。这篇最新综述对之前的综述进行了补充,探讨了基于 HMD 的 SCAS 的发展,包括其发展及其对增强手术室中的态势感知和手术效果的影响。调查表明,这项技术可以降低与手术专业知识差距相关的风险,提高手术效率,改善患者预后。我们还强调了研究界仍需解决的主要局限性,包括提高预测准确性、稳健处理数据异质性和减少系统延迟。
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来源期刊
IEEE Journal of Biomedical and Health Informatics
IEEE Journal of Biomedical and Health Informatics COMPUTER SCIENCE, INFORMATION SYSTEMS-COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
CiteScore
13.60
自引率
6.50%
发文量
1151
期刊介绍: IEEE Journal of Biomedical and Health Informatics publishes original papers presenting recent advances where information and communication technologies intersect with health, healthcare, life sciences, and biomedicine. Topics include acquisition, transmission, storage, retrieval, management, and analysis of biomedical and health information. The journal covers applications of information technologies in healthcare, patient monitoring, preventive care, early disease diagnosis, therapy discovery, and personalized treatment protocols. It explores electronic medical and health records, clinical information systems, decision support systems, medical and biological imaging informatics, wearable systems, body area/sensor networks, and more. Integration-related topics like interoperability, evidence-based medicine, and secure patient data are also addressed.
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