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A Review of Visual Representations of Physiologic Data

机译:生理数据的视觉表示方法综述

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Background Physiological data is derived from electrodes attached directly to patients. Modern patient monitors are capable of sampling data at frequencies in the range of several million bits every hour. Hence the potential for cognitive threat arising from information overload and diminished situational awareness becomes increasingly relevant. A systematic review was conducted to identify novel visual representations of physiologic data that address cognitive, analytic, and monitoring requirements in critical care environments. Objective The aims of this review were to identify knowledge pertaining to (1) support for conveying event information via tri-event parameters; (2) identification of the use of visual variables across all physiologic representations; (3) aspects of effective design principles and methodology; (4) frequency of expert consultations; (5) support for user engagement and identifying heuristics for future developments. Methods A review was completed of papers published as of August 2016. Titles were first collected and analyzed using an inclusion criteria. Abstracts resulting from the first pass were then analyzed to produce a final set of full papers. Each full paper was passed through a data extraction form eliciting data for comparative analysis. Results In total, 39 full papers met all criteria and were selected for full review. Results revealed great diversity in visual representations of physiological data. Visual representations spanned 4 groups including tabular, graph-based, object-based, and metaphoric displays. The metaphoric display was the most popular (n=19), followed by waveform displays typical to the single-sensor-single-indicator paradigm (n=18), and finally object displays (n=9) that utilized spatiotemporal elements to highlight changes in physiologic status. Results obtained from experiments and evaluations suggest specifics related to the optimal use of visual variables, such as color, shape, size, and texture have not been fully understood. Relationships between outcomes and the users’ involvement in the design process also require further investigation. A very limited subset of visual representations (n=3) support interactive functionality for basic analysis, while only one display allows the user to perform analysis including more than one patient. Conclusions Results from the review suggest positive outcomes when visual representations extend beyond the typical waveform displays; however, there remain numerous challenges. In particular, the challenge of extensibility limits their applicability to certain subsets or locations, challenge of interoperability limits its expressiveness beyond physiologic data, and finally the challenge of instantaneity limits the extent of interactive user engagement.
机译:背景生理数据来自直接连接到患者的电极。现代的病人监护仪每小时能够以几百万位的频率采样数据。因此,由于信息过载和情景意识减弱而引起的认知威胁的可能性变得越来越重要。进行了系统的审查,以确定生理数据的新颖视觉表示形式,以解决重症监护环境中的认知,分析和监控要求。目的这篇综述的目的是确定与(1)通过三事件参数传递事件信息的支持有关的知识; (2)识别在所有生理表征中视觉变量的使用; (3)有效设计原则和方法论的各个方面; (四)专家会诊的频率; (5)支持用户参与并确定启发式以用于未来的发展。方法对截至2016年8月发表的论文进行审查。首先收集标题,并使用纳入标准进行分析。然后分析第一遍的摘要,以产生最终的全文。每篇论文均经过数据提取表格,以提取数据进行比较分析。结果总共有39篇论文符合所有标准,并被选中进行全面审查。结果表明,生理数据的视觉表示形式差异很大。视觉表示分为4组,包括表格,基于图形,基于对象和隐喻的显示。隐喻显示是最受欢迎的显示(n = 19),其次是典型的单传感器单指示符范例的波形显示(n = 18),最后是利用时空元素突出显示变化的对象显示(n = 9)。处于生理状态。从实验和评估中获得的结果表明,与视觉变量(例如颜色,形状,大小和纹理)的最佳使用有关的细节尚未完全被理解。结果与用户参与设计过程之间的关系也需要进一步调查。视觉表示的非常有限的子集(n = 3)支持用于基本分析的交互功能,而只有一个显示器允许用户执行分析,包括多名患者。结论回顾的结果表明,当视觉表现超出典型的波形显示时,会产生积极的结果。但是,仍然存在许多挑战。特别是,可扩展性的挑战限制了它们对某些子集或位置的适用性,互操作性的挑战限制了其超出生理数据的表达能力,最后,即时性的挑战限制了交互用户参与的程度。

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