A modified Trigg's Tracking Variable as an 'advisory' alarm during anaesthesia.

R R Kennedy
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引用次数: 27

Abstract

We wished to assess the accuracy of a modified form of Trigg's Tracking Variable (TTV) at detecting the onset of changes in systolic blood pressure. A computer model generated systolic blood pressures which changed to a new value after period of stability. A separate algorithm based on TTV indicated when a 'significant' change had been detected. This signal occurred when TTV had exceeded a set limit (0.8-0.99) a predetermined number of times (1-10). Five anaesthetists were shown 40 sets of data generated by same the computer model and asked to indicate the onset of changes. The greatest number of changes (94.1%) were correctly identified when TTV exceeded 0.92 on 4 consecutive determinations. The onset of the trend was detected after an average delay of 140 s. The anaesthetists correctly detected 85% of the changes after an average delay of 162 s. There was no statistically significant difference between the anaesthetists and the algorithm, although only one anaesthetist performed better than the modified TTV. The modified TTV detected changes in simulated invasive systolic blood pressures faster and more accurately than four of a group of five anaesthetists. Such simple trend detection systems may be useful as 'advisory' alarms.

一个改进的Trigg's跟踪变量作为麻醉期间的“咨询”警报。
我们希望评估一种改进形式的特里格跟踪变量(TTV)在检测收缩压变化开始时的准确性。计算机模型生成的收缩压经过一段时间的稳定后改变为一个新的值。另一种基于TTV的算法会在检测到“重大”变化时显示。当TTV超过设定的限制(0.8-0.99)预定次数(1-10)时,就会出现该信号。研究人员向5名麻醉师展示了由同一计算机模型生成的40组数据,并要求他们指出变化的开始。当TTV连续4次检测超过0.92时,正确识别的变化最多(94.1%)。在平均延迟140秒后检测到趋势的开始。在平均延迟162秒后,麻醉师正确地检测到85%的变化。麻醉师和算法之间没有统计学上的显著差异,尽管只有一名麻醉师的表现优于改进的TTV。改良的TTV比5名麻醉师中的4名更快更准确地检测到模拟侵入性收缩压的变化。这种简单的趋势检测系统可能作为“咨询”警报有用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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