Enhancing Surgical Team Collaboration and Situation Awareness through Multimodal Sensing

Arnaud Allemang--Trivalle
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Abstract

Surgery, typically seen as the surgeon’s sole responsibility, requires a broader perspective acknowledging the vital roles of other operating room (OR) personnel. The interactions among team members are crucial for delivering quality care and depend on shared situation awareness. I propose a two-phase approach to design and evaluate a multimodal platform that monitors OR members, offering insights into surgical procedures. The first phase focuses on designing a data-collection platform, tailored to surgical constraints, to generate novel collaboration and situation-awareness metrics using synchronous recordings of the participants’ voices, positions, orientations, electrocardiograms, and respiration signals. The second phase concerns the creation of intuitive dashboards and visualizations, aiding surgeons in reviewing recorded surgery, identifying adverse events and contributing to proactive measures. This work aims to demonstrate an innovative approach to data collection and analysis, augmenting the surgical team’s capabilities. The multimodal platform has the potential to enhance collaboration, foster situation awareness, and ultimately mitigate surgical adverse events. This research sets the stage for a transformative shift in the OR, enabling a more holistic and inclusive perspective that recognizes that surgery is a team effort.
通过多模态传感增强外科团队协作和态势感知
外科手术通常被视为外科医生的唯一责任,需要一个更广阔的视角,认识到其他手术室人员的重要作用。团队成员之间的互动对于提供高质量的护理至关重要,并取决于共同的情况意识。我提出了一个两阶段的方法来设计和评估一个多模式平台,以监测手术室成员,提供对外科手术的见解。第一阶段的重点是设计一个数据收集平台,根据手术限制量身定制,通过同步记录参与者的声音、位置、方向、心电图和呼吸信号,产生新的协作和态势感知指标。第二阶段涉及创建直观的仪表板和可视化,帮助外科医生回顾手术记录,识别不良事件并有助于采取主动措施。这项工作旨在展示一种创新的数据收集和分析方法,增强外科团队的能力。多模式平台有可能加强协作,促进情况意识,并最终减轻手术不良事件。这项研究为手术室的变革奠定了基础,使人们能够更全面、更包容地认识到手术是一项团队工作。
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