医学可视化中的态势感知以支持手术决策

Ashis Jalote-Parmar, P. Badke-Schaub
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引用次数: 8

摘要

动机:在外科医生的决策支持系统中设计信息可视化,旨在增强情况意识,从而提高绩效。研究方法——基于对手术流程(问题解决过程)的理解,开发了术中可视化系统(IVS)的原型。IVS旨在为实施一种称为射频消融(RFA)的微创手术提供决策支持,以治疗肝脏癌性肿瘤。将态势感知理论作为提高系统设计中信息可视化水平的理论支柱,运用到IVS的设计中。对8名介入放射科专家和8名医学生进行了实验研究。本研究通过使用两种系统:IVS和常规超声(US)引导干预进行RFA,比较了两组的表现。研究结果/设计——结果揭示了临床专家和学生在使用IVS时改善决策的重要证据。两组在三个性能指标上:(1)术中计划时间较少;(2)表明击中中心肿瘤的准确性增加;(3)击中错误肿瘤的错误减少。要点信息——决策支持系统中的医疗可视化侧重于增强态势感知和支持手术工作流程,可以改善手术决策,从而提高任务绩效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Situation awareness in medical visualization to support surgical decision making
Motivation -- To design information visualisation that in a decision support system for surgeons that aims to enhance situation awareness and hence improves performance. Research approach -- A prototype of an Intra-operative Visualization System (IVS) was developed, Based on the understanding of surgical workflow (problem solving process). IVS aimed to provide decision support to perform a minimally invasive procedure called Radio Frequency Ablation (RFA), to treat cancerous tumors in liver. Theory of situation awareness which is regarded as the theoretical backbone for improving information visualization in system design was incorporated to design the IVS. An experimental study was conducted with 8 expert intervention radiologist and 8 final year medical students. The study compared the performance of both the groups by using two systems: IVS and the conventional Ultrasound (US) guided intervention to perform RFA. Findings/Design -- The results reveal significant evidence for improved decision-making when using the IVS by both the clinical experts and students. In terms of three performance measures both the groups: (1) needed less intra-operative planning time; (2) illustrated increase in accuracy of hitting the tumor in the centre and (3) fewer errors in hitting the wrong tumor. Take away message -- Medical visualisation in decision support systems that focuses on enhancing situation awareness and supports surgical workflow can improve surgical decision making and hence the task performance.
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